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  • English  (2,525)
  • Birmingham, UK : Packt Publishing
  • Köln : Taschen
  • [Place of publication not identified] : Manning Publications
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Language
  • 1
    ISBN: 9783836539708 , 3836539705
    Language: German , English , French
    DDC: 750
    Keywords: Bildband ; USA ; Magazin ; Pin-up-girl ; Geschichte
    Note: Text dt., engl. und franz
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  • 2
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (5 hr., 7 min.))
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) Juvenile literature ; Computer programming Juvenile literature ; Python (Computer program language) ; Computer programming ; Python (Langage de programmation) ; Ouvrages pour la jeunesse ; Programmation (Informatique) ; Ouvrages pour la jeunesse ; Audiobooks ; Livres audio
    Abstract: Time to take an adventure with friends! Team up with Erik and Simon to learn Python the easy way. This colorful book uses engaging questions and lively conversations to introduce computer programming to young readers one step at a time. In A Pythonic Adventure, you will learn useful Python skills like: Installing Python Working with files Creating text-based dialogs and menus Using if/then, loops, lists, dictionaries, and input/output Building web applications Making your web apps look super professional It's fun to learn with friends! In A Pythonic Adventure you'll meet Erik and Simon, two brothers who are just beginning their Python journey. Join them as they chat about the language, learn the basics, and build some cool programs. The book's dialogue helps young programmers understand complex concepts much more easily. It's the perfect way for young programmers (and their parents) to get started. There's no boring lessons or dull exercises in this adventure. You'll follow Erik and Simon's questions and mistakes, discover how to write programs with a team, and get a chance to create applications you can use in your daily life. By the time they're done reading, young learners will not only know how to write code, they'll know how to think about problems like professional developers. All code in this book runs on Mac, Windows, Linux, and Raspberry Pi. About the Technology Computer programming is an adventure, full of new experiences, challenges, triumphs, and mistakes. In A Pythonic Adventure, you'll join brothers Erik and Simon as they learn to create their first Python program. Written especially for young readers, this book is the perfect introduction to a skill that will last a lifetime! About the Book A Pythonic Adventure teaches you to code by asking questions, making errors, and trying out different solutions--just like in real life. As you go, you'll create a web application for a coffee shop step-by-step, from your first online menu to saving orders in a database. And this unique tutorial goes deeper than other beginner books. You'll learn and practice important skills like planning applications, finding bugs, and managing user expectations. What's Inside Installing Python Creating text-based dialogs and menus Building web applications Making your web apps look professional About the Reader For readers aged 10+. Perfect for adult beginners, too! About the Author Pavel Anni is a Principal Customer Engineer at SambaNova Systems, and has also worked for Sun Microsystems, Oracle, and Red Hat. Quotes Pavel's conversational writing style is engaging and entertaining. If Plato wrote a programming book, he'd have written it like this one! - Nicholas Tollervey, Anaconda A great way to build your first application. Th e final web app is impressive! - Andrew R. Freed, IBM This book was perfect for sparking my son into coding with Python--now I can't stop him! - Ben McNamara, DataGeek This book awakened my daughters' interest in programming. They will be part of the future. - Walter Alexander Mata L©đpez, University of Colima.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 3
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (6 hr., 33 min.))
    Edition: [First edition].
    DDC: 005.1
    Keywords: Computer multitasking ; Fonctionnement multitâche ; Audiobooks ; Livres audio
    Abstract: This easy-to-read, hands-on guide demystifies concurrency concepts like threading, asynchronous programming, and parallel processing in any language. Perplexed by concurrency? Don't be. This engaging, fully-illustrated beginner's guide gets you writing the kind of high-performance code your apps deserve. Inside, you'll find thorough explanations of concurrency's core concepts--all explained with interesting illustrations, insightful examples, and detailed techniques you can apply to your own projects. In Grokking Concurrency you will: Get up to speed with the core concepts of concurrency, asynchrony, and parallel programming Learn the strengths and weaknesses of different hardware architectures Improve the sequential performance characteristics of your software Solve common problems for concurrent programming Compose patterns into a series of practices for writing scalable systems Write and implement concurrency systems that scale to any size Discover effective concurrency practices that will help you leverage multiple cores, excel with high loads, handle terabytes of data, and continue working after hardware and software failures. The core concepts in this guide will remain eternally relevant, whether you're building web apps, IoT systems, or handling big data. About the Technology Concurrency is an approach to running computer programs efficiently by separating them into tasks that can execute independently. This basic idea makes it possible to accelerate game graphics, train large AI models, rapidly scale web applications, streamline big data processing, and much more. Concurrency can get complicated, so this book gets you started gently with interesting examples, entertaining illustrations, and easy-to-follow Python code. About the Book Grokking Concurrency is a perfectly paced introduction to the fundamentals of concurrent, parallel, and asynchronous programming. In it, you'll learn the practices you'll need to program multicore processors, GPUs, and other high-performance systems. Author Kirill Bobrov skips the math, jargon, and academic language and concentrates on clear, plain-English explanations. What's Inside Writing and running concurrent programs Patterns for performance, scalability, and resilience Choosing the right hardware Asynchronous communication About the Reader Examples in Python. No prior experience with concurrency or high-performance computing required. About the Author Kirill Bobrov is a software engineer with a passion for data engineering. Quotes I recommend Grokking Concurrency as a gentle introduction to creating programs that perform on today's highly parallel architectures. - Robert Robey, Los Alamos National Laboratory This book combines computer architecture, operating systems, distributed computing, analysis, algorithms, and design. Anyone building a concurrent application should read this book first. - David Beazley, Author of Python Cookbook and Python Distilled A comprehensive, accessible, and practical overview of concurrent programming. It clarifies concepts like parallelism, race conditions, deadlocks, and more. - Arnaud Bailly, IOG.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 4
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 audio file)
    DDC: 005.3
    Keywords: Kubernetes ; Application software Development ; Open source software ; Cloud computing ; Logiciels d'application ; Développement ; Logiciels libres ; Infonuagique ; Audiobooks ; Livres audio
    Abstract: Empower your team with platforms built on top of Kubernetes using open source tools. Adopting Kubernetes is complex--especially when you're working in an organization with multiple teams, deploying to multiple cloud providers, and working with different stacks. Platform Engineering on Kubernetes shows you how to solve these common cloud native problems with open-source tools and emerging best practices from the Kubernetes community. In Platform Engineering on Kubernetes you will learn about: The principles behind platform engineering and how these apply to Kubernetes Evaluating and adopting open-source projects to build domain specific platforms Creating Platform APIs to enable teams to release more software more efficiently Reducing the cognitive load of a platform for your teams Measuring your platform initiatives using established software delivery metrics Package, version, distribute, and deploy with Helm, Tekton, Dagger and Argo CD Implement a multi-cloud infrastructure strategy using Crossplane Progressive upgrades with Knative Serving and Argo Rollouts Enable development teams with standard application-level APIs with Dapr A platform helps your team stay focused on delivering amazing software. But building a reliable platform on top of Kubernetes demands real expertise. Platform Engineering on Kubernetes reveals how to combine multiple popular open-source projects into a custom platform that works for your applications and your teams. It's the perfect guide for your organization's journey to Kubernetes, simplifying cloud native development for your dev teams and helping them deliver software faster. About the Technology Kubernetes is an amazing orchestration tool, but it's just the start of your journey to the cloud. To efficiently deliver cloud-native software, your team needs a solid build pipeline, an efficient package manager and distribution mechanism, and APIs that reduce your team's cognitive load. This book will show you how to build custom platforms on top of Kubernetes--all with open-source tools such as Dapr, Knative, Argo CD and Rollouts, and Tekton. About the Book Platform Engineering on Kubernetes starts by clearly defining the elements of a great Kubernetes-based platform. Then, it systematically introduces the tools you'll need to build a platform that exactly matches your organization's requirements. Hands-on examples and detailed code guide you through each step. By the end, you'll be able to create a complete platform to efficiently deliver cloud-native software without being tied to a specific cloud provider or vendor. What's Inside Package, version, distribute, and deploy with Helm, Tekton, Dagger and Argo CD Implement a multi-cloud infrastructure strategy using Crossplane Progressive upgrades with Knative Serving and Argo Rollouts Enable development teams with standard application-level APIs with Dapr About the Reader For developers and software architects familiar with the basics of containers and Kubernetes. About the Author Mauricio Salatino is currently a Dapr OSS Contributor, a Knative Steering Committee member, and co-lead of the Knative Functions working group. Quotes An engaging and captivating hands-on exploration of the CNCF landscape through the prism of platform engineering. - Viktor Farcic, Upbound/DevOpsToolkit The book is a reflection of a mountain of personal experience and the author's own journey on the windy paths of cloud native. - Andreas Grabner, Dynatrace Brims with Mauricio's unique experience, insights, and deep understanding. - Thomas Vitale, Systematic For anyone looking to build a modern, cloud native development platform on Kubernetes. An indispensable guide. - Lance Ball, Red Hat A comprehensive exploration of platform engineering. - Carlos Santana, AWS.
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  • 5
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (7 hr., 50 min.))
    Edition: [First edition].
    DDC: 004.67/82
    Keywords: Cloud computing ; Observers (Control theory) ; Infonuagique ; Observabilité (Théorie de la commande) ; Audiobooks ; Livres audio
    Abstract: Don't fly blind. Observability gives you actionable insights into your cloud native systems--from pinpointing errors, to increasing developer productivity, to tracking compliance. Observability is the difference between an error message and an error explanation with a recipe how to resolve the error! You know exactly which service is affected, who's responsible for its repair, and even how it can be optimized in the future. Cloud Observability in Action teaches you how to set up an observability system that learns from a cloud application's signals, logging, and monitoring, all using free and open source tools. In Cloud Observability in Action you will learn how to: Apply observability in cloud native systems Understand observability signals, including their costs and benefits Apply good practices around instrumentation and signal collection Deliver dashboarding, alerting, and SLOs/SLIs at scale Choose the correct signal types for given roles or tasks Pick the right observability tool for any given function Communicate the benefits of observability to management A well-designed observability system provides insight into bugs and performance issues in cloud native applications. They help your development team understand the impact of code changes, measure optimizations, and track user experience. Best of all, observability can even automate your error handling so that machine users apply their own fixes--no more 3AM calls for emergency outages. About the Technology Cloud native systems are made up of hundreds of moving parts. When something goes wrong, it's not enough to know there is a problem--you need to know where it is, what it is, and how to fix it. This book takes you beyond traditional monitoring, explaining observability systems that turn application telemetry into actionable insights. About the Book Cloud Observability in Action gives you the background and techniques you need to successfully introduce observability into cloud-based serverless and Kubernetes environments. In it, you'll learn to use open standards and tools like OpenTelemetry, Prometheus, and Grafana to build your own observability system and end reliance on proprietary software. You'll discover insights from different telemetry signals, including logs, metrics, traces, and profiles. Plus, the book's rigorous cost-benefit analysis ensures you're getting a real return on your observability investment. What's Inside Observability in and of cloud native systems Dashboarding, alerting, and SLOs/SLIs at scale Signal types for any role or task State-of-the-art open source observability tools About the Reader For application developers, platform owners, DevOps, and SREs. About the Author Michael Hausenblas is a Product Owner in the AWS Open Source Observability team. Quotes Incredible! This book gets you up to speed, and sets you up for the future. I was especially impressed with the depth and detail for continuous profiling, whose impact is only starting to be understood. - Frederic Branczyk, Polar Signals Pairs a wealth of knowledge on cloud native environments with best practices and insights into observability. A must-read for cloud engineers. - Daniel Gomez Blanco, Author of Practical OpenTelemetry Take the right steps to protect your precious infrastructure from those pesky outages and incidents. - Kit Merker, Nobl9 Does a fantastic job distilling the key concepts for cloud observability. An important guide for practitioners. - Ken Finnigan, Lumigo.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 6
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (8 hr., 19 min.))
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Go (Computer program language) ; Computer programming ; Computer multitasking ; Go (Langage de programmation) ; Programmation (Informatique) ; Fonctionnement multitâche ; computer programming ; Audiobooks ; Livres audio
    Abstract: Concurrency doesn't need to be confusing. Start writing concurrent code that improves performance, scales up to handle large volumes of data, and takes full advantage of modern multi-processor hardware. Too many developers think concurrency is extremely challenging. Learn Concurrent Programming with Go is here to prove them wrong! This book uses the easy-to-grasp concurrency tools of the Go language to demonstrate principles and techniques, steadily teaching you the best practices of effective concurrency. Techniques learned in this book can be applied to other languages. In Learn Concurrent Programming with Go you will learn how to: Implement effective concurrency for more responsive, higher performing, scalable software Avoid common concurrency problems such as deadlocks and race conditions Manage concurrency using goroutines, mutexes, readers-writer locks, and more Identify concurrency patterns such as pipelining, worker pools, and message passing Discover advantages, limits, and properties of parallel computing Improve your Go coding skills with advanced multithreading topics Concurrent programming allows multiple tasks to execute and interact simultaneously, speeding up performance and reducing user wait time. In Learn Concurrent Programming with Go, you'll discover universal principles of concurrency, along with how to use them for a performance boost in your Go applications. Expert author James Cutajar starts with the basics of modeling concurrency in your programs, demonstrates differences between message passing and memory sharing, and even introduces advanced topics such as atomic variables and futexes. About the Technology You can improve almost any application's performance and responsiveness by introducing concurrency into the codebase. This book will show you how! It starts with the basics of concurrent programming and builds your skills step by step by exploring scenarios you'll face every day as a developer. Author James Cutajar explains each aspect of concurrency in plain language using the intuitive features baked into the Go language. About the Book Learn Concurrent Programming with Go provides a practical, hands-on introduction to creating software for modern multiprocessor systems. In it, you'll learn how to divide larger programming tasks into independent parts that can run simultaneously. You'll use the Go language to implement common concurrency patterns by utilizing readers-writer locks, semaphores, message passing, and memory sharing. The skills you learn will easily transfer to other languages. What's Inside Prevent deadlocks and race conditions Go concurrency features like goroutines, mutexes, channels, and more Concurrency patterns including pipelining and worker pools About the Reader For programmers with basic knowledge of Go or another C-style language. No experience in concurrent programming required. About the Author James Cutajar has been programming for more than 20 years. He's an open source contributor, blogger, tech evangelist, Udemy instructor, and author. Quotes Concurrency is a notoriously difficult, but important, topic. This book will make it all clear! - Allen B. Downey, author of The Little Book of Semaphores, Think Python, and Probably Overthinking It This is the book I was looking for. It explains the necessary building blocks with easy-to-understand examples. Excellent! - Arne Claus, trivago Uncover the beauty of concurrency, where logic dances with elegance. - Jasmeet Singh, Hashicorp A powerhouse of a book! It lays the foundation for understanding concurrency in any language. - Nathan B. Crocker, Galaxy Digital LP.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 7
    ISBN: 1835084842 , 9781835084847 , 9781835080542
    Language: English
    Pages: 1 online resource (xix, 794 pages) , illustrations
    Edition: Third edition.
    Series Statement: Expert insight
    DDC: 005.13/3
    Keywords: C++ (Computer program language) ; Computer programming ; C++ (Langage de programmation) ; Programmation (Informatique) ; computer programming
    Abstract: The updated third edition of Modern C++ Programming Cookbook addresses the latest features of C++23, such as the stack library, the expected and mdspan types, span buffers, formatting library improvements, and updates to the ranges library. It also gets into more C++20 topics not previously covered, such as sync output streams and source_location. The book is organized in the form of practical recipes covering a wide range of real-world problems. It gets into the details of all the core concepts of modern C++ programming, such as functions and classes, iterators and algorithms, streams and the file system, threading and concurrency, smart pointers and move semantics, and many others. You will cover the performance aspects of programming in depth, and learning to write fast and lean code with the help of best practices. You will explore useful patterns and the implementation of many idioms, including pimpl, named parameter, attorney-client, and the factory pattern. A chapter dedicated to unit testing introduces you to three of the most widely used libraries for C++: Boost.Test, Google Test, and Catch2. By the end of this modern C++ programming book, you will be able to effectively leverage the features and techniques of C++11/14/17/20/23 programming to enhance the performance, scalability, and efficiency of your applications.
    Note: Includes index
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  • 8
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 10 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3
    Keywords: Artificial intelligence ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Generative AI tools like ChatGPT are amazing--but how will their use impact our society? This book introduces the world-transforming technology and the strategies you need to use generative AI safely and effectively. Introduction to Generative AI gives you the hows-and-whys of generative AI in accessible language. In this easy-to-read introduction, you'll learn: How large language models (LLMs) work How to integrate generative AI into your personal and professional workflows Balancing innovation and responsibility The social, legal, and policy landscape around generative AI Societal impacts of generative AI Where AI is going Anyone who uses ChatGPT for even a few minutes can tell that it's truly different from other chatbots or question-and-answer tools. Introduction to Generative AI guides you from that first eye-opening interaction to how these powerful tools can transform your personal and professional life. In it, you'll get no-nonsense guidance on generative AI fundamentals to help you understand what these models are (and aren't) capable of, and how you can use them to your greatest advantage. About the Technology Generative AI tools like ChatGPT, Bing, and Bard have permanently transformed the way we work, learn, and communicate. This delightful book shows you exactly how Generative AI works in plain, jargon-free English, along with the insights you'll need to use it safely and effectively. About the Book Introduction to Generative AI guides you through benefits, risks, and limitations of Generative AI technology. You'll discover how AI models learn and think, explore best practices for creating text and graphics, and consider the impact of AI on society, the economy, and the law. Along the way, you'll practice strategies for getting accurate responses and even understand how to handle misuse and security threats. What's Inside How large language models work Integrate Generative AI into your daily work Balance innovation and responsibility About the Reader For anyone interested in Generative AI. No technical experience required. About the Authors Numa Dhamani is a natural language processing expert working at the intersection of technology and society. Maggie Engler is an engineer and researcher currently working on safety for large language models. The technical editor on this book was Maris Sekar. Quotes Essential for anyone eager to understand or work with this transformative technology. - Ron Green, Co-Founder & CTO, KUNGFU.AI Become an active participant in the conversation on the societal implications of generative AI. A must read! - Edgar Markevicius, Meta Clear and compelling. I highly recommend this book to anyone interested in generative AI and its impact on the world. - Kenneth R. Fleischmann, Founding Chair of Good Systems: Ethical AI at UT Austin Perfect. I can think of no defter guides to Generative AI and the promise and peril it portends. - Dr. Daniel Rogers, The Global Disinformation Index.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 27, 2024)
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  • 9
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (6 hr., 15 min.))
    Edition: [First edition].
    DDC: 006.30285/436
    Keywords: Kubernetes ; Electronic data processing Distributed processing ; Machine learning ; Traitement réparti ; Apprentissage automatique ; Audiobooks ; Livres audio
    Abstract: Practical patterns for scaling machine learning from your laptop to a distributed cluster. Distributing machine learning systems allow developers to handle extremely large datasets across multiple clusters, take advantage of automation tools, and benefit from hardware accelerations. This book reveals best practice techniques and insider tips for tackling the challenges of scaling machine learning systems. In Distributed Machine Learning Patterns you will learn how to: Apply distributed systems patterns to build scalable and reliable machine learning projects Build ML pipelines with data ingestion, distributed training, model serving, and more Automate ML tasks with Kubernetes, TensorFlow, Kubeflow, and Argo Workflows Make trade-offs between different patterns and approaches Manage and monitor machine learning workloads at scale Inside Distributed Machine Learning Patterns you'll learn to apply established distributed systems patterns to machine learning projects--plus explore cutting-edge new patterns created specifically for machine learning. Firmly rooted in the real world, this book demonstrates how to apply patterns using examples based in TensorFlow, Kubernetes, Kubeflow, and Argo Workflows. Hands-on projects and clear, practical DevOps techniques let you easily launch, manage, and monitor cloud-native distributed machine learning pipelines. About the Technology Deploying a machine learning application on a modern distributed system puts the spotlight on reliability, performance, security, and other operational concerns. In this in-depth guide, Yuan Tang, project lead of Argo and Kubeflow, shares patterns, examples, and hard-won insights on taking an ML model from a single device to a distributed cluster. About the Book Distributed Machine Learning Patterns provides dozens of techniques for designing and deploying distributed machine learning systems. In it, you'll learn patterns for distributed model training, managing unexpected failures, and dynamic model serving. You'll appreciate the practical examples that accompany each pattern along with a full-scale project that implements distributed model training and inference with autoscaling on Kubernetes. What's Inside Data ingestion, distributed training, model serving, and more Automating Kubernetes and TensorFlow with Kubeflow and Argo Workflows Manage and monitor workloads at scale About the Reader For data analysts and engineers familiar with the basics of machine learning, Bash, Python, and Docker. About the Author Yuan Tang is a project lead of Argo and Kubeflow, maintainer of TensorFlow and XGBoost, and author of numerous open source projects. Quotes Approachable for beginners and inspirational for experienced practitioners. As soon as I finished reading, I was ready to start building. - James Lamb, SpotHero Exceptionally timely and comprehensive. Its pattern perspective, accompanied by real-world examples and widely adopted systems like Kubernetes, Kubeflow, and Argo, truly set it apart. - Yuan Chen, Apple An amazing guide to designing resilient and scalable ML systems for both training and serving models. - Ryan Russon, Capital One A wonderful book! Machine learning at scale explained clearly and from first principles! - Laurence Moroney, Google.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 10
    ISBN: 9781805124061
    Language: English
    Pages: 1 online resource (214 pages) , illustrations
    Edition: [First edition].
    DDC: 005.75/8
    Keywords: Edge computing
    Abstract: Master edge computing architectures, unlock industry-specific patterns, apply proven best practices, and progress from basics to end-to-end solutions Key Features Unlock scalable edge solutions by mastering proven archetypes for real-world success Learn industry-specific patterns, tailoring solutions for diverse sector needs Make strategic decisions between cloud-out and edge-in strategies with confidence Purchase of the print or Kindle book includes a free PDF eBook Book Description Enriched with insights from a hyperscaler's perspective, Edge Computing Patterns for Solution Architects will prepare you for seamless collaboration with communication service providers (CSPs) and device manufacturers and help you in making the pivotal choice between cloud-out and edge-in approaches. This book presents industry-specific use cases that shape tailored edge solutions, addressing non-functional requirements to unlock the potential of standard edge components. As you progress, you'll navigate the archetypes of edge solution architecture from the basics to network edge and end-to-end configurations. You'll also discover the weight of data and the power of automation for scale and immerse yourself in the edge mantra of low latency and high bandwidth, absorbing invaluable do's and don'ts from real-world experiences. Recommended practices, honed through practical insights, have also been added to guide you in mastering the dynamic realm of edge computing. By the end of this book, you'll have built a comprehensive understanding of edge concepts and terminology and be ready to traverse the evolving edge computing landscape. What you will learn Distinguish edge concepts, recognizing that definitions vary among different audiences Explore industry-specific architecture patterns that shape custom solutions Analyze three proven edge computing archetypes for real-world scalability Apply best practices judiciously, adapting patterns to meet specific requirements Evaluate data for storage or discarding based on compliance and industry norms Advance from the foundational basics to complex end-to-end edge configurations Gain practical insights for achieving low-latency, high-bandwidth edge solutions Who this book is for Ideal for VPs of IT infrastructure, enterprise architects, solution architects, and SRE professionals with a background in cloud computing, this book is for individuals involved in crafting edge reference architectures and tailored solutions across diverse industries. It provides valuable insights and practical patterns drawn from real-world implementations in sectors such as retail, telecommunications, and manufacturing. Foundational knowledge of cloud computing is assumed to align with the advanced nature of the content covered.
    Note: Includes bibliographical references and index
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  • 11
    ISBN: 9781804614327 , 1804614327 , 9781804612583
    Language: English
    Pages: 1 online resource (300 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 005.1
    Keywords: Software engineering ; Programming languages (Electronic computers) ; Génie logiciel
    Abstract: Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate data Key Features Transform data into a clean and trusted source of information for your organization using Scala Build streaming and batch-processing pipelines with step-by-step explanations Implement and orchestrate your pipelines by following CI/CD best practices and test-driven development (TDD) Purchase of the print or Kindle book includes a free PDF eBook Book Description Most data engineers know that performance issues in a distributed computing environment can easily lead to issues impacting the overall efficiency and effectiveness of data engineering tasks. While Python remains a popular choice for data engineering due to its ease of use, Scala shines in scenarios where the performance of distributed data processing is paramount. This book will teach you how to leverage the Scala programming language on the Spark framework and use the latest cloud technologies to build continuous and triggered data pipelines. You'll do this by setting up a data engineering environment for local development and scalable distributed cloud deployments using data engineering best practices, test-driven development, and CI/CD. You'll also get to grips with DataFrame API, Dataset API, and Spark SQL API and its use. Data profiling and quality in Scala will also be covered, alongside techniques for orchestrating and performance tuning your end-to-end pipelines to deliver data to your end users. By the end of this book, you will be able to build streaming and batch data pipelines using Scala while following software engineering best practices. What you will learn Set up your development environment to build pipelines in Scala Get to grips with polymorphic functions, type parameterization, and Scala implicits Use Spark DataFrames, Datasets, and Spark SQL with Scala Read and write data to object stores Profile and clean your data using Deequ Performance tune your data pipelines using Scala Who this book is for This book is for data engineers who have experience in working with data and want to understand how to transform raw data into a clean, trusted, and valuable source of information for their organization using Scala and the latest cloud technologies.
    Note: Includes index
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  • 12
    Online Resource
    Online Resource
    Birmingham, UK : Packt Publishing
    ISBN: 9781805127123
    Language: English
    Pages: 1 online resource (592 pages)
    Edition: Third edition.
    DDC: 005.3
    Keywords: AngularJS (Software framework) ; Application software Development ; Web applications ; JavaScript (Computer program language)
    Abstract: Harness the full power of Angular 17 with up-to-date tools and enterprise-level best practices Purchase of the print or Kindle book includes a free PDF eBook Key Features Dive straight into the most relevant topics that will help you build large, complex, and high-performance web applications Find updated examples, projects, and an overview of the latest tools and updates - including Jest, Cypress, NgRx workspace, Apollo GraphQL, and Angular Dev Tools Get to grips with reactive code and learn how to resolve potential issues before they crop up Book Description If you're looking to upskill and build sophisticated, minimalist web applications suited for enterprise use, Angular for Enterprise Applications is your guide to the next level of engineering mastery. In its third edition, this Angular book distils hard-earned lessons into a lucid roadmap for success. Adopting a pragmatic approach founded on a robust technical base, you'll utilize both JavaScript and TypeScript fundamentals. You'll also embrace agile engineering coding principles and learn to architect optimally sized enterprise solutions employing the freshest concepts in Angular. You'll gradually build upon this foundation through insightful recipes, sample apps, and crystal-clear explanations. You'll master authentication and authorization and achieve optimal performance through reactive programming and lazy loading, build complex yet flexible UIs with Router-first principles, and then integrate with backend systems using REST and GraphQL APIs. You'll cover modern tools like RxAngular, Qwik, and Signals. You'll construct master/detail views using data tables and NgRx for state management. You'll explore DevOps using Docker and build CI/CD pipelines necessary for high-performance teams. By the end of this book, you'll be proficient in leveraging Angular in enterprise and design robust systems that scale effortlessly. What you will learn Best practices for architecting and leading enterprise projects Minimalist, value-first approach to delivering web apps How standalone components, services, providers, modules, lazy loading, and directives work in Angular Manage your app's data reactivity using Signals or RxJS State management for your Angular apps with NgRx Angular ecosystem to build and deliver enterprise applications Automated testing and CI/CD to deliver high quality apps Authentication and authorization Building role-based access control with REST and GraphQL Who this book is for This book is for mid-to-senior developers looking to gain mastery by learning how to write, test, and deploy Angular in an enterprise environment. Working experience with JavaScript is a prerequisite, and a familiarity with TypeScript and RESTful APIs will help you understand the topics covered in this book more effectively.
    Note: Includes bibliographical references and index
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  • 13
    ISBN: 9781835087732
    Language: English
    Pages: 1 online resource (396 pages) , illustrations
    Edition: Third edition.
    DDC: 005.1
    Keywords: Jenkins (Software development tool) ; Computer software Reliability ; Computer software Reusability ; Computers, Pipeline ; Logiciels ; Fiabilité ; Logiciels ; Réutilisation ; Ordinateurs pipelines
    Abstract: Integrate Jenkins, Kubernetes, and more on cloud into a robust, GitOps-driven CI/CD system, leveraging JCasC, IaC, and AI for a streamlined software delivery process Key Features Follow the construction of a Jenkins CI/CD pipeline start to finish through a real-world example Construct a continuous deployment (CD) pipeline in Jenkins using GitOps principles and integration with Argo CD Craft and optimize your CI pipeline code with ChatGPT and GitHub Copilot Purchase of the print or Kindle book includes a free PDF eBook Book Description This updated edition of Learning Continuous Integration with Jenkins is your one-stop guide to implementing CI/CD with Jenkins, addressing crucial technologies such as cloud computing, containerization, Infrastructure as Code, and GitOps. Tailored to both beginners and seasoned developers, the book provides a practical path to mastering a production-grade, secure, resilient, and cost-effective CI/CD setup. Starting with a detailed introduction to the fundamental principles of CI, this book systematically takes you through setting up a CI environment using Jenkins and other pivotal DevOps tools within the CI/CD ecosystem. You'll learn to write pipeline code with AI assistance and craft your own CI pipeline. With the help of hands-on tutorials, you'll gain a profound understanding of the CI process and Jenkins' robust capabilities. Additionally, the book teaches you how to expand your CI pipeline with automated testing and deployment, setting the stage for continuous deployment. To help you through the complete software delivery process, this book also covers methods to ensure that your CI/CD setup is maintainable across teams, secure, and performs optimally. By the end of the book, you'll have become an expert in implementing and optimizing CI/CD setups across diverse teams. What you will learn Understand CI with the Golden Circle theory Deploy Jenkins on the cloud using Helm charts and Jenkins Configuration as Code (JCasC) Implement optimal security practices to ensure Jenkins operates securely Extend Jenkins for CI by integrating with SonarQube, GitHub, and Artifactory Scale Jenkins using containers and the cloud for optimal performance Master Jenkins declarative syntax to enrich your pipeline coding vocabulary Enhance security and improve pipeline code within your CI/CD process using best practices Who this book is for This book is for a diverse audience, from university students studying Agile software development to seasoned developers, testers, release engineers, and project managers. If you're already using Jenkins for CI, this book will assist you in elevating your projects to CD. Whether you're new to the concepts of Agile, CI, and CD, or a DevOps engineer seeking advanced insights into JCasC, IaC, and Azure, this book will equip you with the tools to harness Jenkins for improved productivity and streamlined deliveries in the cloud.
    Note: Includes bibliographical references and index
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  • 14
    ISBN: 9781837630707 , 1837630704 , 9781837638406
    Language: English
    Pages: 1 online resource (472 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 004.67/82
    Keywords: Cloud computing Security measures ; Infonuagique ; Sécurité ; Mesures
    Abstract: Strengthen your security posture in all aspects of CSPM technology, from security infrastructure design to implementation strategies, automation, and remedial actions using operational best practices across your cloud environment Key Features Choose the right CSPM tool to rectify cloud security misconfigurations based on organizational requirements Optimize your security posture with expert techniques for in-depth cloud security insights Improve your security compliance score by adopting a secure-by-design approach and implementing security automation Purchase of the print or Kindle book includes a free PDF eBook Book Description This book will help you secure your cloud infrastructure confidently with cloud security posture management (CSPM) through expert guidance that'll enable you to implement CSPM effectively, ensuring an optimal security posture across multi-cloud infrastructures. The book begins by unraveling the fundamentals of cloud security, debunking myths about the shared responsibility model, and introducing key concepts such as defense-in-depth, the Zero Trust model, and compliance. Next, you'll explore CSPM's core components, tools, selection criteria, deployment strategies, and environment settings, which will be followed by chapters on onboarding cloud accounts, dashboard customization, cloud assets inventory, configuration risks, and cyber threat hunting. As you progress, you'll get to grips with operational practices, vulnerability and patch management, compliance benchmarks, and security alerts. You'll also gain insights into cloud workload protection platforms (CWPPs). The concluding chapters focus on Infrastructure as Code (IaC) scanning, DevSecOps, and workflow automation, providing a thorough understanding of securing multi-cloud environments. By the end of this book, you'll have honed the skills to make informed decisions and contribute effectively at every level, from strategic planning to day-to-day operations. What you will learn Find out how to deploy and onboard cloud accounts using CSPM tools Understand security posture aspects such as the dashboard, asset inventory, and risks Explore the Kusto Query Language (KQL) and write threat hunting queries Explore security recommendations and operational best practices Get to grips with vulnerability, patch, and compliance management, and governance Familiarize yourself with security alerts, monitoring, and workload protection best practices Manage IaC scan policies and learn how to handle exceptions Who this book is for If you're a cloud security administrator, security engineer, or DevSecOps engineer, you'll find this book useful every step of the way--from proof of concept to the secured, automated implementation of CSPM with proper auto-remediation configuration. This book will also help cybersecurity managers, security leads, and cloud security architects looking to explore the decision matrix and key requirements for choosing the right product. Cloud security enthusiasts who want to enhance their knowledge to bolster the security posture of multi-cloud infrastructure will also benefit from this book.
    Note: Includes bibliographical references and index
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  • 15
    ISBN: 9781803245478 , 1803245476
    Language: English
    Pages: 1 online resource (318 pages) , illustrations
    DDC: 006.6/9
    Keywords: Blender (Computer file) ; Three-dimensional display systems ; Affichage tridimensionnel ; three-dimensional
    Abstract: Master the art of modeling, shading, and rendering low poly 3D creations to transform into the 3D artist you've aspired to become Key Features Create minimalistic low poly 3D models based on reference images Breathe life into your creations by adding vibrant colors and appealing textures using materials Arrange your low poly models in a 3D environment, set up lighting to achieve the desired ambiance, and render the final scene Purchase of the print or Kindle book includes a free PDF eBook Book Description Step into the world of low poly 3D art with Low Poly 3D Modeling in Blender--your entry point into Blender and mastering the fundamentals of 3D art. This beginner-friendly guide ensures that you're fully prepared for the creative adventure that follows. Through a step-by-step learning process starting with the principles of low poly art, this book gradually immerses you in the intricacies of modeling. As you progress, you'll gain hands-on experience creating diverse projects ranging from designing a simple 3D crate to rendering complete low poly scenes. The book covers a wide spectrum of topics as you navigate Blender's interface, mastering essential modeling tools and exploring both basic and advanced modeling techniques. Advancing to the final chapters, you'll find ways to breathe life into your models with material creation and gain practical insights into modeling a variety of low poly objects. From end-to-end scene construction to configuring Blender for rendering high-quality images, you'll be equipped with the foundational skills to propel your career in 3D modeling and explore the boundless creative possibilities that Blender offers. By the end of this book, you'll have a solid understanding of Blender, 3D modeling, low poly methodologies, material design, 3D rendering techniques, and the broader world of 3D art. What you will learn Understand how Blender's interface works and how to configure it Gain proficiency in navigating 3D space in Blender Familiarize yourself with Blender's core modeling tools Get to grips with the workflow and techniques to create low poly 3D models Texture your low poly models using the UV and Shader editors Configure Blender's Asset Browser for instant access to your models Set up a complete scene, adjust the lighting, and create a high-quality, portfolio-ready render Who this book is for If you're new to 3D modeling, low poly modeling is a great starting point. This book is an invaluable guide for 3D artists, modelers, and beginners to begin without prior knowledge of Blender or 3D modelling experience, although a basic familiarity with these topics will be beneficial.
    Note: Includes index. - Online resource; title from title details screen (O'Reilly, viewed February 14, 2024)
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  • 16
    ISBN: 9781835085936 , 1835085938 , 9781835086315
    Language: English
    Pages: 1 online resource (350 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 005.7/2
    Keywords: Web site development ; Web applications ; Sites Web ; Développement ; Applications Web
    Abstract: Unlock the full potential of Streamlit, mastering web app development from setup to deployment with practical guidance, advanced techniques, and real-world examples Key Features Identify and overcome web development challenges, crafting dedicated application skeletons using Streamlit Understand how Streamlit's widgets and components work to implement any kind of web app Manage web application development and deployment with ease using the Streamlit Cloud service Purchase of the print or Kindle book includes a free PDF eBook Book Description This book is a comprehensive guide to the Streamlit open-source Python library and simplifying the process of creating web applications. Through hands-on guidance and realistic examples, you'll progress from crafting simple to sophisticated web applications from scratch. This book covers everything from understanding Streamlit's central principles, modules, basic features, and widgets to advanced skills such as dealing with databases, hashes, sessions, and multipages. Starting with fundamental concepts like operation systems virtualization, IDEs, development environments, widgets, scripting, and the anatomy of web apps, the initial chapters set the groundwork. You'll then apply this knowledge to develop some real web apps, gradually advancing to more complex apps, incorporating features like natural language processing (NLP), computer vision, dashboards with interactive charts, file uploading, and much more. The book concludes by delving into the implementation of advanced skills and deployment techniques. By the end of this book, you'll have transformed into a proficient developer, equipped with advanced skills for handling databases, implementing secure login processes, managing session states, creating multipage applications, and seamlessly deploying them on the cloud. What you will learn Develop interactive web apps with Streamlit and deploy them seamlessly on the cloud Acquire in-depth theoretical and practical expertise in using Streamlit for app development Use themes and customization for visually appealing web apps tailored to specific needs Implement advanced features including secure login, signup processes, file uploaders, and database connections Build a catalog of scripts and routines to efficiently implement new web apps Attain autonomy in adopting new Streamlit features rapidly and effectively Who this book is for This book is for Python programmers, web developers, computer science students, and IT enthusiasts with a foundation in Python (or any programming language) who have a passion for creating visually appealing applications. If you already know how to write programs, this book will help you evolve into an adept web application developer skilled at converting command-line tools into impressive, cloud-hosted applications.
    Note: Includes index
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  • 17
    Online Resource
    Online Resource
    Birmingham, UK : Packt Publishing
    ISBN: 9781805128137
    Language: English
    Pages: 1 online resource (306 pages) , illustrations
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Rust (Computer program language) ; Asynchronous transfer mode
    Abstract: Get a fundamental understanding of asynchronous programming and Rust's futures by working through examples that show you how everything really works Key Features Master asynchronous Rust through examples focusing on key concepts Build a solid understanding of concepts such as coroutines, fibers, futures, and callbacks Explore Rust's futures, craft your own runtime, and excel in handling stacks, ABIs, syscalls, and inline assembly Purchase of the print or Kindle book includes a free PDF eBook Book Description Step into the world of asynchronous programming with confidence by conquering the challenges of unclear concepts with this hands-on guide. Using functional examples, this book simplifies the trickiest concepts, exploring goroutines, fibers, futures, and callbacks to help you navigate the vast Rust async ecosystem with ease. You'll start by building a solid foundation in asynchronous programming and explore diverse strategies for modeling program flow. The book then guides you through concepts like epoll, coroutines, green threads, and callbacks using practical examples. The final section focuses on Rust, examining futures, generators, and the reactor-executor pattern. You'll apply your knowledge to create your own runtime, solidifying expertise in this dynamic domain. Throughout the book, you'll not only gain proficiency in Rust's async features but also see how Rust models asynchronous program flow. By the end of the book, you'll possess the knowledge and practical skills needed to actively contribute to the Rust async ecosystem. What you will learn Explore the essence of asynchronous program flow and its significance Understand the difference between concurrency and parallelism Gain insights into how computers and operating systems handle concurrent tasks Uncover the mechanics of async/await Understand Rust's futures by implementing them yourself Implement green threads from scratch to thoroughly understand them Who this book is for This book is for programmers who want to enhance their understanding of asynchronous programming, especially those experienced in VM'ed or interpreted languages like C#, Java, Python, JavaScript, and Go. If you work with C or C++ but have had limited exposure to asynchronous programming, this book serves as a resource to broaden your knowledge in this area. Although the examples are predominantly in Rust, the intricacies of Rust's futures are covered in detail. So, anyone with a keen interest in learning Rust or with working knowledge of Rust will be able to get the most out of this book.
    Note: Includes index
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  • 18
    Online Resource
    Online Resource
    Birmingham, UK : Packt Publishing
    ISBN: 9781835087695
    Language: English
    Pages: 1 online resource (374 pages) , illustrations
    Edition: Second edition.
    DDC: 518.0285/536
    Keywords: MATLAB ; Machine learning ; Computer programming
    Abstract: Master MATLAB tools for creating machine learning applications through effective code writing, guided by practical examples showcasing the versatility of machine learning in real-world applications Key Features Work with the MATLAB Machine Learning Toolbox to implement a variety of machine learning algorithms Evaluate, deploy, and operationalize your custom models, incorporating bias detection and pipeline monitoring Uncover effective approaches to deep learning for computer vision, time series analysis, and forecasting Purchase of the print or Kindle book includes a free PDF eBook Book Description Discover why the MATLAB programming environment is highly favored by researchers and math experts for machine learning with this guide which is designed to enhance your proficiency in both machine learning and deep learning using MATLAB, paving the way for advanced applications. By navigating the versatile machine learning tools in the MATLAB environment, you'll learn how to seamlessly interact with the workspace. You'll then move on to data cleansing, data mining, and analyzing various types of data in machine learning, and visualize data values on a graph. As you progress, you'll explore various classification and regression techniques, skillfully applying them with MATLAB functions. This book teaches you the essentials of neural networks, guiding you through data fitting, pattern recognition, and cluster analysis. You'll also explore feature selection and extraction techniques for performance improvement through dimensionality reduction. Finally, you'll leverage MATLAB tools for deep learning and managing convolutional neural networks. By the end of the book, you'll be able to put it all together by applying major machine learning algorithms in real-world scenarios. What you will learn Discover different ways to transform data into valuable insights Explore the different types of regression techniques Grasp the basics of classification through Naive Bayes and decision trees Use clustering to group data based on similarity measures Perform data fitting, pattern recognition, and cluster analysis Implement feature selection and extraction for dimensionality reduction Harness MATLAB tools for deep learning exploration Who this book is for This book is for ML engineers, data scientists, DL engineers, and CV/NLP engineers who want to use MATLAB for machine learning and deep learning. A fundamental understanding of programming concepts is necessary to get started.
    Note: Includes index
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  • 19
    ISBN: 9781837636099 , 1837636095 , 9781837630141
    Language: English
    Pages: 1 online resource (434 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 332.0285/58
    Keywords: Finance Data processing ; Finance Computer programs ; Security measures ; Computer security ; Finances ; Informatique ; Sécurité informatique
    Abstract: Level up your career by learning best practices for managing the data quality and integrity of your financial data Key Features Accelerate data integrity management using artificial intelligence-powered solutions Learn how business intelligence tools, ledger databases, and database locks solve data integrity issues Find out how to detect fraudulent transactions affecting financial report integrity Book Description Data integrity management plays a critical role in the success and effectiveness of organizations trying to use financial and operational data to make business decisions. Unfortunately, there is a big gap between the analysis and management of finance data along with the proper implementation of complex data systems across various organizations. The first part of this book covers the important concepts for data quality and data integrity relevant to finance, data, and tech professionals. The second part then focuses on having you use several data tools and platforms to manage and resolve data integrity issues on financial data. The last part of this the book covers intermediate and advanced solutions, including managed cloud-based ledger databases, database locks, and artificial intelligence, to manage the integrity of financial data in systems and databases. After finishing this hands-on book, you will be able to solve various data integrity issues experienced by organizations globally. What you will learn Develop a customized financial data quality scorecard Utilize business intelligence tools to detect, manage, and resolve data integrity issues Find out how to use managed cloud-based ledger databases for financial data integrity Apply database locking techniques to prevent transaction integrity issues involving finance data Discover the methods to detect fraudulent transactions affecting financial report integrity Use artificial intelligence-powered solutions to resolve various data integrity issues and challenges Who this book is for This book is for financial analysts, technical leaders, and data professionals interested in learning practical strategies for managing data integrity and data quality using relevant frameworks and tools. A basic understanding of finance concepts, accounting, and data analysis is expected. Knowledge of finance management is not a prerequisite, but it'll help you grasp the more advanced topics covered in this book.
    Note: Includes bibliographical references and index
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  • 20
    ISBN: 9781837635290 , 1837635293 , 9781837637836
    Language: English
    Pages: 1 online resource (418 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 004.6023
    Keywords: Computer network architectures ; Réseaux d'ordinateurs ; Architectures
    Abstract: Follow a step-by-step roadmap to developing essential competencies in network architecture design, relationship management, systems, and services, coupled with certification guidance and expert tips Key Features Grasp the big picture of information technology infrastructure to become a successful network architect Overcome challenges in network performance and configuration management Enhance your skills for career advancement using real-life examples and tips Purchase of the print or Kindle book includes a free PDF eBook Book Description Becoming a network architect is challenging--it demands hands-on engineering skills, encompassing hardware installation, configuration, and fabric layout design. Equally crucial, it involves collaboration with internal teams and C-Suite stakeholders, and adeptly managing external entities like vendors and service providers. The Network Architect's Handbook comprehensively covers these vital aspects, guiding you to evolve into an effective network architect within an organization, fostering seamless communication with leadership teams and other stakeholders. Starting with a clear definition of a network architect's role, this book lays out a roadmap and delves into the attributes and mindset for success. You'll then explore network architect design, physical infrastructure routing and switching, and network services such as DNS, MLAG, and service insertion. As you progress, you'll gain insights into the necessary skills and typical daily challenges faced by network architects. And to thoroughly prepare you to advance in your career, this handbook covers certifications and associated training for maintaining relevance in an organization, along with common interview questions for a network architect's position. Armed with essential concepts, techniques, and your newfound skills, you'll be well-prepared to pursue a career as a network architect. What you will learn Examine the role of a network architect Understand the key design makers in an organization Choose the best strategies to meet stakeholder needs Be well-versed with networking concepts Prepare for a network architect position interview Distinguish the different IT architects in an organization Identify relevant certification for network architects Understand the various de facto network/fabric architect models used today Who this book is for This book is for network engineers and technicians aspiring to transition into the role of a network architect. Whether you are at the beginning of your journey or seeking guidance along the path, this book will support you with its deep coverage of key aspects such as design concepts, architectural requirements, relevant experience, certifications, and advanced education with a special emphasis on cloud best practices. A practical understanding of IT networking is necessary to get the most out of this book.
    Note: Includes index
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  • 21
    ISBN: 9781837636303
    Language: English
    Pages: 1 online resource (326 pages) , illustrations
    Edition: Third edition.
    DDC: 005.75/65
    Keywords: Data mining ; Quantitative research
    Abstract: Transform your data into insights with must-know techniques and mathematical concepts to unravel the secrets hidden within your data Key Features Learn practical data science combined with data theory to gain maximum insights from data Discover methods for deploying actionable machine learning pipelines while mitigating biases in data and models Explore actionable case studies to put your new skills to use immediately Purchase of the print or Kindle book includes a free PDF eBook Book Description Principles of Data Science bridges mathematics, programming, and business analysis, empowering you to confidently pose and address complex data questions and construct effective machine learning pipelines. This book will equip you with the tools to transform abstract concepts and raw statistics into actionable insights. Starting with cleaning and preparation, you'll explore effective data mining strategies and techniques before moving on to building a holistic picture of how every piece of the data science puzzle fits together. Throughout the book, you'll discover statistical models with which you can control and navigate even the densest or the sparsest of datasets and learn how to create powerful visualizations that communicate the stories hidden in your data. With a focus on application, this edition covers advanced transfer learning and pre-trained models for NLP and vision tasks. You'll get to grips with advanced techniques for mitigating algorithmic bias in data as well as models and addressing model and data drift. Finally, you'll explore medium-level data governance, including data provenance, privacy, and deletion request handling. By the end of this data science book, you'll have learned the fundamentals of computational mathematics and statistics, all while navigating the intricacies of modern ML and large pre-trained models like GPT and BERT. What you will learn Master the fundamentals steps of data science through practical examples Bridge the gap between math and programming using advanced statistics and ML Harness probability, calculus, and models for effective data control Explore transformative modern ML with large language models Evaluate ML success with impactful metrics and MLOps Create compelling visuals that convey actionable insights Quantify and mitigate biases in data and ML models Who this book is for If you are an aspiring novice data scientist eager to expand your knowledge, this book is for you. Whether you have basic math skills and want to apply them in the field of data science, or you excel in programming but lack the necessary mathematical foundations, you'll find this book useful. Familiarity with Python programming will further enhance your learning experience.
    Note: Includes index
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  • 22
    ISBN: 9781804617281
    Language: English
    Pages: 1 online resource (332 pages) , illustrations
    Edition: [First edition].
    DDC: 006.7/86
    Keywords: Adobe After effects ; Image processing Digital techniques ; Cinematography Special effects ; Data processing
    Abstract: Discover the top tricks and techniques to make the most of Adobe After Effects and elevate your graphics design skills by creating real-world projects with this comprehensive illustrated guide Key Features Master After Effects through hands-on engagement with small projects, following the best practices Leverage the settings and uncover hidden options in After Effects to optimize your workflow Acquire skills and techniques that will set you apart from other graphic designers Purchase of the print or Kindle book includes a free PDF eBook Book Description Visual effects and motion graphics are everywhere, shaping the film, TV, games, websites, and application landscape. Navigating a field this complex and ever-expanding demands more than mere familiarity with tools; you need to stand out to get ahead. Creative Motion Mastery with Adobe After Effects is the definitive guide that not only equips you with the essential skills to distinguish yourself, but also takes you through real projects that you can add to your portfolio. Guided by a hands-on learning approach, you'll master the UI, workflow, and diverse projects such as text animation, shape layers, and rotoscoping. With this newfound knowledge, you'll take your graphic design and post-production skills to the next level using chroma keying, particle simulations, and 2D and 3D tracking. You'll progress faster than someone taking a formal course in Adobe After Effects! And it's not all about creating; you'll import graphics from Illustrator and Photoshop and apply post-production effects to give them a new life. Finally, you'll discover how seamlessly you can export and manage your projects, ensuring end-to-end coverage of all you need. By the end of the book, you'll have a thorough understanding of Adobe After Effects, equipped with the skills and practice you need to propel your career in graphic design. What you will learn Create and customize text layers, including text animations, using shape layers Enhance projects with audio elements and apply audio effects to shape layers Develop editable motion graphics templates for Premiere Pro Implement color correction and grading techniques to enhance footage in projects Use rotoscoping to remove and mask objects seamlessly Generate realistic effects such as rain, fire, and smoke using particle simulations Master the art of compositing through Chroma Keying Get to grips with 2D and 3D tracking for seamless element integration Who this book is for This book is for graphic designers, UX and UI designers, e-learning designers, motion graphics artists, video editors, and VFX artists. A fundamental grasp and minimal experience with After Effects will help you follow long the concepts covered in this book. Additionally, familiarity with Illustrator and Photoshop will provide an added advantage.
    Note: Includes index
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  • 23
    ISBN: 9781837631100 , 1837631107 , 9781837631971
    Language: English
    Pages: 1 online resource (270 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 005.3
    Keywords: Web applications Development ; Applications Web ; Développement
    Abstract: Unleash the full potential of Angular 17 to create more robust and feature-rich applications effortlessly Key Features Boost your Angular app development productivity by leveraging often-overlooked advanced features and best practices Enhance the quality of your Angular applications by simplifying code Gain practical knowledge through real-world examples of advanced Angular features and design patterns Purchase of the print or Kindle book includes a free PDF eBook Book Description Single page applications (SPAs) have become the standard for most web experiences. Angular, with its batteries-included approach, has emerged as a powerful framework for simplifying the development of these interfaces by offering a comprehensive toolbox. This book guides you through the Angular ecosystem, uncovering invaluable design patterns and harnessing its essential features. The book begins by laying a strong foundation, helping you understand when and why Angular should be your web development framework of choice. The next set of chapters will help you gain expertise in component design and architecting efficient, flexible, and high-performing communication patterns between components. You'll then delve into Angular's advanced features to create forms in a productive and secure way with robust data model typing. You'll also learn how to enhance productivity using interceptors to reuse code for common functionalities, such as token management, across various apps. The book also covers micro frontend architecture in depth to effectively apply this architectural approach and concludes by helping you master the art of crafting tests and handling errors effortlessly. By the end of this book, you'll have unlocked the full potential of the Angular framework. What you will learn Discover effective strategies for organizing your Angular project for enhanced efficiency Harness the power of TypeScript to boost productivity and the overall quality of your Angular project Implement proven design patterns to streamline the structure and communication between components Simplify complex applications by integrating micro frontend and standalone components Optimize the deployment process for top-notch application performance Leverage Angular signals and standalone components to create performant applications Who this book is for Whether you're a web developer or a tech leader engaged in frontend development, be it for small-scale projects or large, complex systems, you'll find this book useful to enhance both the quality and performance of your applications. Web architects seeking to design robust and adaptable frontend applications while leveraging Angular's extensive feature set will discover valuable insights within these pages.
    Note: Includes index
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  • 24
    Online Resource
    Online Resource
    Birmingham, UK : Packt Publishing
    ISBN: 9781835469385
    Language: English
    Pages: 1 online resource (544 pages) , illustrations
    Edition: Sixth edition.
    DDC: 006.6/86
    Keywords: Adobe Photoshop elements ; Photography Digital techniques ; Image processing Digital techniques
    Abstract: "Take complete control of all your image-editing ambitions using this beautifully illustrated, easy-to-understand, jargon-free guide on Photoshop Elements 2024 packed with best practices and expert insights. Key Features Comprehensive coverage of Adobe Photoshop Elements 2024, including new AI-powered tools and advanced features Practical guidance on photo organization, editing, and sharing, with an emphasis on creative and professional techniques Rich, illustrative content with updated examples, tutorials, and mini creative projects Book Description Dive into the world of digital photo editing with this latest edition, crafted by Robin Nichols, a seasoned photographer and digital imaging expert, which brings the latest Photoshop Elements 2024 to your fingertips. With a unique blend of in-depth tutorials and practical applications, this book is an essential resource for photographers at all levels. It introduces new features like Dark Mode, Match Color, and Photo Reels, along with advanced techniques like layering and artistic effects. The book also addresses common user feedback from previous editions, ensuring a refined and user-friendly experience. Elements 2024 extends its AI capabilities by simplifying complex editing processes. Learn to stitch widescreen panoramas, remove people from backgrounds, de-focus backgrounds, re-compose images, and even create a range of calendars and greeting cards for your friends and family. Take your prowess to the next level by learning how to correct optical distortion, re-shape images, exploit layers, layer masking, and sharpening techniques--create the perfect picture or imaginative fantasy illustration. You'll also learn the online realms of animation, video creation, and third-party plug-ins. By the end of this book, you'll learn how to leverage the incredible features of Photoshop Elements 2024 with complete confidence. What you will learn Master new features in Photoshop Elements 2024, including AI-powered tools and one-click fixes on mobile Create captivating photo collages, digital paintings, and graphic designs Efficiently organize your photo collections for easy access and management Enhance your social media presence with professionally edited photos and artworks Employ advanced layer techniques for more powerful and immersive illustrations Gain comprehensive knowledge to become a proficient Photoshop Elements user Who this book is for ""Mastering Adobe Photoshop Elements - 6th Edition"" is perfect for photographers of all skill levels - from hobbyists to professionals. Whether you are new to photo editing or looking to upgrade your skills with the latest Photoshop Elements features, this book offers valuable insights and guidance.".
    Note: Includes index
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  • 25
    ISBN: 9781805123224
    Language: English
    Pages: 1 online resource (294 pages) , illustrations
    Edition: [First edition].
    DDC: 005.1
    Keywords: Kubernetes ; Application software Development ; Computer programs
    Abstract: Gain hands-on skills in Kubernetes Secrets management, ensuring a comprehensive overview of the Secrets lifecycle and prioritizing adherence to regulatory standards and business sustainability Key Features Master Secrets encryption, encompassing complex life cycles, key rotation, access control, backup, and recovery Build your skills to audit Secrets consumption, troubleshoot, and optimize for efficiency and compliance Learn how to manage Secrets through real-world cases, strengthening your applications' security posture Purchase of the print or Kindle book includes a free PDF eBook Book Description Securing Secrets in containerized apps poses a significant challenge for Kubernetes IT professionals. This book tackles the critical task of safeguarding sensitive data, addressing the limitations of Kubernetes encryption, and establishing a robust Secrets management system for heightened security for Kubernetes. Starting with the fundamental Kubernetes architecture principles and how they apply to the design of Secrets management, this book delves into advanced Kubernetes concepts such as hands-on security, compliance, risk mitigation, disaster recovery, and backup strategies. With the help of practical, real-world guidance, you'll learn how to mitigate risks and establish robust Secrets management as you explore different types of external secret stores, configure them in Kubernetes, and integrate them with existing Secrets management solutions. Further, you'll design, implement, and operate a secure method of managing sensitive payload by leveraging real use cases in an iterative process to enhance skills, practices, and analytical thinking, progressively strengthening the security posture with each solution. By the end of this book, you'll have a rock-solid Secrets management solution to run your business-critical applications in a hybrid multi-cloud scenario, addressing operational risks, compliance, and controls. What you will learn Explore Kubernetes Secrets, related API objects, and CRUD operations Understand the Kubernetes Secrets limitations, attack vectors, and mitigation strategies Explore encryption at rest and external secret stores Build and operate a production-grade solution with a focus on business continuity Integrate a Secrets Management solution in your CI/CD pipelines Conduct continuous assessments of the risks and vulnerabilities for each solution Draw insights from use cases implemented by large organizations Gain an overview of the latest and upcoming Secrets management trends Who this book is for This handbook is a comprehensive reference for IT professionals to design, implement, operate, and audit Secrets in applications and platforms running on Kubernetes. For developer, platform, and security teams experienced with containers, this Secrets management guide offers a progressive path--from foundations to implementation--with a security-first mindset. You'll also find this book useful if you work with hybrid multi-cloud Kubernetes platforms for organizations concerned with governance and compliance requirements.
    Note: Includes bibliographical references and index
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  • 26
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (17 hr., 50 min.)) , sound, color.
    Edition: Video edition.
    DDC: 796.323
    Keywords: National Basketball Association Statistical methods ; Computer programs ; Basketball Statistical methods ; Computer programs ; R (Computer program language) ; Statistics Computer programs ; Basket-ball ; Méthodes statistiques ; Logiciels ; R (Langage de programmation) ; Statistique ; Logiciels ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Learn statistics by analyzing professional basketball data! In this action-packed book, you'll build your skills in exploratory data analysis by digging into the fascinating world of NBA games and player stats using the R language. Statistics Slam Dunk is an engaging how-to guide for statistical analysis with R. Each chapter contains an end-to-end data science or statistics project delving into NBA data and revealing real-world sporting insights. Written by a former basketball player turned business intelligence and analytics leader, you'll get practical experience tidying, wrangling, exploring, testing, modeling, and otherwise analyzing data with the best and latest R packages and functions. In Statistics Slam Dunk you'll develop a toolbox of R programming skills including: Reading and writing data Installing and loading packages Transforming, tidying, and wrangling data Applying best-in-class exploratory data analysis techniques Creating compelling visualizations Developing supervised and unsupervised machine learning algorithms Executing hypothesis tests, including t-tests and chi-square tests for independence Computing expected values, Gini coefficients, z-scores, and other measures If you're looking to switch to R from another language, or trade base R for tidyverse functions, this book is the perfect training coach. Much more than a beginner's guide, it teaches statistics and data science methods that have tons of use cases. And just like in the real world, you'll get no clean pre-packaged data sets in Statistics Slam Dunk. You'll take on the challenge of wrangling messy data to drill on the skills that will make you the star player on any data team. About the Technology Statistics Slam Dunk is a data science manual with a difference. Each chapter is a complete, self-contained statistics or data science project for you to work through--from importing data, to wrangling it, testing it, visualizing it, and modeling it. Throughout the book, you'll work exclusively with NBA data sets and the R language, applying best-in-class statistics techniques to reveal fun and fascinating truths about the NBA. About the Book Is losing basketball games on purpose a rational strategy? Which hustle statistics have an impact on wins and losses? Does spending more on player salaries translate into a winning record? You'll answer all these questions and more. Plus, R's visualization capabilities shine through in the book's 300 plots and charts, including Pareto charts, Sankey diagrams, Cleveland dot plots, and dendrograms. What's Inside Transforming, tidying, and wrangling data Applying best-in-class exploratory data analysis techniques Developing supervised and unsupervised machine learning algorithms Executing hypothesis tests and effect size tests About the Reader For readers who know basic statistics. No advanced knowledge of R--or basketball--required. About the Author Gary Sutton is a former basketball player who has built and led high-performing business intelligence and analytics organizations across multiple verticals. Quotes In this journey of exploration, every computer scientist will find a valuable ally in understanding the language of data. - Kim Lok©ıy, areo Transcends other R titles by revealing the hidden narratives that lie within the numbers. - Christian Sutton, Shell International Exploration and Production Seamlessly blending theory and practical insights, this book serves as an indispensable guide for those venturing into the field of data analytics. - Juan Delgado, Sodexo BRS.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 27
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 20 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: C++ (Computer program language) ; C++ (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Embark on a transformative odyssey through the intricacies of C++ programming with our meticulously crafted course. Tailored to both novice enthusiasts and seasoned developers alike, this comprehensive learning experience ventures deep into the nuances that differentiate C from C++, providing a solid foundation for learners. Immerse yourself in the intricate anatomy of the C++ language, and learn the concepts of data manipulation through variables and arrays. Delve into the multifaceted landscape of C++ operators, flow control mechanisms, and selection statements, and become adept at handling iteration and jump statements with finesse. Navigate the expansive realm of functions, pointers, and multidimensional arrays, unraveling the complexities inherent in dynamic memory allocation and file handling. Uncover the sophisticated world of user-defined data types, explore the elegance of structures, and dive headfirst into the bedrock of object-oriented programming principles, featuring classes, inheritance, polymorphism, encapsulation, and abstraction. Traverse the fundamentals of data structures, gaining proficiency in essential operations, linked lists, and the intricacies of stacks and queues. By the culmination of this enriching course, not only will you possess a profound understanding of C++, but you'll also wield the expertise necessary to tackle real-world programming challenges with confidence. Distributed by Manning Publications This course was created independently by Meta Brains and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 28
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 19 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.3
    Keywords: Kubernetes ; Application software Development ; Computer programs ; Application program interfaces (Computer software) ; Open source software ; Logiciels d'application ; Développement ; Logiciels ; Interfaces de programmation d'applications ; Logiciels libres ; APIs (interfaces) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: A clear and practical beginner's guide that shows you just how easy it can be to make the switch to Kubernetes! Kubernetes for Developers reveals practical and painless methods for deploying your apps on Kubernetes--even for small-to-medium sized applications! You'll learn how to migrate your existing apps onto Kubernetes without a rebuild, and implement modern cloud native architectures that can handle your future growth. Inside, you'll learn how to: Containerize a web application with Docker Host a containerized app on Kubernetes with a public cloud service Save money and improve performance with cloud native technologies Make your deployments reliable and fault tolerant Prepare your deployments to scale without a redesign Monitor, debug and tune application deployments on Kubernetes Designed for busy working developers, this hands-on guide helps your first steps into Kubernetes using the powerful Google Kubernetes Engine (GKE) service. Learn how the GKE's powerful automation tools can perform automatic checks and scaling, giving you more time to spend developing great applications. You'll soon see that you don't need to incur huge costs or have the manpower of an enterprise organization to get a productivity boost from Kubernetes! About the Technology Modern software needs to perform at scale while effectively handling load balancing, state and security. Kubernetes makes these tasks easier and more reliable for apps of any size. This book, written especially for software developers creating applications that run on Kubernetes, shows you exactly how to address these and other important issues. About the Book Kubernetes for Developers covers everything you need to know to containerize and deploy an app on Kubernetes from the developer's perspective. You'll start by creating a small application you can run on a cloud-based Kubernetes cluster. Then, you'll systematically explore best practices for stable long-term deployment, including scaling, capacity planning, and resource optimization. What's Inside Deploying reliable web applications using automated operations Scaling up without an application redesign Monitoring, debugging, and tuning workloads About the Reader For developers familiar with building or deploying web applications. No Docker or Kubernetes experience required. About the Author William Denniss is a product manager at Google working on Google Kubernetes Engine. Quotes A comprehensive and easy to consume guide with a focus on actually using Kubernetes. It speaks to the vast majority of developers who just want to get their work done and deployed. - Tim Hockin, Google A stand out in the crowd of Kubernetes resources. It's easy to follow, and provides highly focused practical examples. - Kevin Deggelman, San Francisco Giants Make your engineering team read this book. It shuts the door on any delays in adopting Kubernetes. - Dan Garfield, Codefresh The perfect complement to Kubernetes in Action. Developers need this book. - Pierre-Michel Ansel, 8x8.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 15, 2024)
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  • 29
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 46 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3/1
    Keywords: Machine learning ; Data mining ; SQL (Computer program language) ; Scripting languages (Computer science) ; Apprentissage automatique ; Exploration de données (Informatique) ; SQL (Langage de programmation) ; Langages de script (Informatique) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Practical methods for analyzing your data with graphs, revealing hidden connections and new insights. Graphs are the natural way to represent and understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with concrete advice on implementation and deployment. You don't need any graph experience to start benefiting from this insightful guide. These powerful graph algorithms are explained in clear, jargon-free text and illustrations that makes them easy to apply to your own projects. In Graph Algorithms for Data Science you will learn: Labeled-property graph modeling Constructing a graph from structured data such as CSV or SQL NLP techniques to construct a graph from unstructured data Cypher query language syntax to manipulate data and extract insights Social network analysis algorithms like PageRank and community detection How to translate graph structure to a ML model input with node embedding models Using graph features in node classification and link prediction workflows Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. It's filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs. You'll gain practical skills by analyzing Twitter, building graphs with NLP techniques, and much more. About the Technology A graph, put simply, is a network of connected data. Graphs are an efficient way to identify and explore the significant relationships naturally occurring within a dataset. This book presents the most important algorithms for graph data science with examples from machine learning, business applications, natural language processing, and more. About the Book Graph Algorithms for Data Science shows you how to construct and analyze graphs from structured and unstructured data. In it, you'll learn to apply graph algorithms like PageRank, community detection/clustering, and knowledge graph models by putting each new algorithm to work in a hands-on data project. This cutting-edge book also demonstrates how you can create graphs that optimize input for AI models using node embedding. What's Inside Creating knowledge graphs Node classification and link prediction workflows NLP techniques for graph construction About the Reader For data scientists who know machine learning basics. Examples use the Cypher query language, which is explained in the book. About the Author Toma¿ℓ Bratani♯⁻ works at the intersection of graphs and machine learning. Arturo Geigel was the technical editor for this book. Quotes Undoubtedly the quickest route to grasping the practical applications of graph algorithms. Enjoyable and informative, with real-world business context and practical problem-solving. - Roger Yu, Feedzai Brilliantly eases you into graph-based applications. - Sumit Pal, Independent Consultant I highly recommend this book to anyone involved in analyzing large network databases. - Ivan Herreros, talentsconnect Insightful and comprehensive. The author's expertise is evident. Be prepared for a rewarding journey. - Michal ¿ tefa¿⁸©Łk, Volke.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 15, 2024)
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  • 30
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 41 min.)) , sound, color.
    Edition: [First edition].
    DDC: 620/.00420285
    Keywords: Computer-aided design ; Artificial intelligence ; Conception assistée par ordinateur ; Intelligence artificielle ; computer-aided design (process) ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: In the rapidly evolving world of graphic design, the integration of Artificial Intelligence (AI) has been a game changer. Our course is meticulously designed to navigate this new terrain. Spanning eight comprehensive sections, this course offers an in-depth exploration of AI's influence on graphic design, focusing on advanced software such as DALL-E and MidJourney, as well as the robust capabilities of Figma. Section 1 lays the foundation, delving into the history and current trends of AI in graphic design. It predicts the future role of AI, setting the stage for practical applications. In Section 2, students will gain hands-on experience with AI design tools, including a detailed analysis of DALL-E and MidJourney, and mastering Figma's advanced features. This section emphasizes the seamless integration of AI into design workflows. Sections 3 and 4 focus on specific design tasks: creating AI-enhanced landing pages and crafting memorable logos using AI and Figma. These sections blend theoretical understanding with practical skills, ensuring students can effectively apply AI recommendations in their designs. In Section 5, the focus shifts to designing PowerPoint imagery, leveraging AI tools for enhanced presentation design. Following this, Section 6 introduces advanced design techniques where Figma meets AI, including animation and predictive design. Section 7 is crucial, addressing the ethical dimensions and best practices in AI design. This includes understanding AI biases and navigating the intellectual property challenges posed by AI-generated designs. The course culminates in a final project (Section 8), where students merge their AI and Figma skills to create a comprehensive branding page, followed by peer reviews and reflections. This course is not just about learning tools; it's about embracing a new design ethos where AI and human creativity coalesce to redefine the graphic design landscape. Whether you're a seasoned designer or a newcomer, this course equips you with the knowledge and skills to thrive in the AI-augmented world of graphic design. Distributed by Manning Publications This course was created independently by Skool of AI (Owned by Meta Brains) and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 31
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (18 hr., 43 min.)) , sound, color.
    Edition: Video edition.
    DDC: 658/.05
    Keywords: Business enterprises Computer networks ; Computer network architectures Technological innovations ; Entreprises ; Réseaux d'ordinateurs ; Réseaux d'ordinateurs ; Architectures ; Innovations ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Proven techniques and principles for modernizing legacy systems into new architectures that deliver serious competitive advantage. For a business to thrive, it needs a modern software architecture that is aligned with its corporate architecture. This book presents concrete practices that sync software, product, strategy, team dynamics, and work practices. You'll evolve your technical and social architecture together, reducing needless dependencies and achieving faster flow of innovation across your organization. In Architecture Modernization: Socio-technical alignment of software, strategy, and structure you'll learn how to: Identify strategic ambitions and challenges using listening and mapping tours Visualize your business landscape and crucial capabilities with Wardley Mapping Create a product taxonomy as a framework for your architecture Run big picture EventStorming workshops to map business domains Apply Team Topologies patterns to identify and refine value streams Design loosely coupled, domain-aligned software architectures Build internal developer platforms for rapid, reliable evolution Implement data mesh principles and tools to revolutionize data engineering Deliver compelling modernization roadmaps focused on continuous value Architecture Modernization: Socio-technical alignment of software, strategy, and structure shows you how to turn the practice of architecting systems into a transformative process for your entire company. Chapter-by-chapter, you'll identify the reasons and benefits of modernization, design an architecture that works for your business, and then implement your new approach in a progressive and sustainable manner. Every technique is illustrated with insightful industry examples and an interactive Miro board that lets you dig deeper. About the Technology The decisions you make about your software are inherently connected to the decisions you make about your business. Why not turn the mundane task of modernizing legacy systems into a transformative process for your entire company? This book shows you how! It reveals a socio-technical approach to align your software and products with organizational dynamics and ways of working. About the Book Architecture Modernization: Socio-technical alignment of software, strategy, and structure presents a clear path for upgrading your entire organization when you re-imagine your software. In it, you'll learn to combine practices like Domain-Driven Design, Event Storming, and Wardley Mapping to discover user needs, design optimal architecture, and avoid falling back into old habits. Provocative examples from Danske, Salesforce, the UK Government, and others show the real-world result of each approach, identifying techniques you can apply effectively in your own business. What's Inside Uncover cross-org challenges and opportunities A product-centric approach to architecture Envision architecture as a portfolio to prioritize investment About the Reader For CTOs, tech leads, and principal engineers who decide on architecture and organization design. About the Authors Nick Tune helps organizations modernize their architectures through empowered product teams and continuous delivery. Jean-Georges Perrin builds innovative and modern data platforms. The technical editor on this book was Kamil Nicieja. Quotes Nick has a rare gift of making complex topics digestible and immediately actionable where the rubber meets the road. This book connects the dots of domain-driven design, Team Topologies, DevOps, product development, strategy, architecture, and leadership. - From the Foreword by Xin Yao, DDD consultant and socio-technical architect Helps you modernize your applications and organizational structures to support your business strategy and allow you to regain agility and momentum... I plan to use this approach in my work. - Eoin Woods, Endava Guides you through every twist and turn of your modernization journey. - Vlad Khononov, Technology Consultant.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 32
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 25 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.13/3
    Keywords: Rust (Computer program language) ; Computer programming ; Rust (Langage de programmation) ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Get ready to code like a pro in Rust with insider techniques used by Rust veterans! Code Like a Pro in Rust dives deep into memory management, asynchronous programming, and the core Rust skills that make you a Rust pro! Plus, you'll find essential productivity techniques for Rust testing, tooling, and project management. You'll soon be writing high-quality code that needs way less maintenance overhead. In Code Like A Pro in Rust, you will learn: Essential Rust tooling Core Rust data structures Memory management Testing in Rust Asynchronous programming for Rust Optimized Rust Rust project management Code Like A Pro in Rust is a fast-track guide to building and delivering professional quality software in Rust. It skips the fluff and gets right to the heart of this powerful modern language. You'll learn how to sidestep common Rust pitfalls and navigate quirks you might never have seen before--even if you've been programming for many years! Plus, discover timeless strategies for navigating the evolving Rust ecosystem and ensure your skills can easily adapt to future changes. About the Technology Rust is famous for its safety, performance, and security, but it takes pro skills to make this powerful language shine. This book gets you up to speed fast, so you'll feel confident with low-level systems, web applications, asynchronous programming, concurrency, optimizations, and much more. About the Book Code Like a Pro in Rust will make you a more productive Rust programmer. This example-rich book builds on your existing know-how by introducing Rust-specific design patterns, coding shortcuts, and veteran skills like asynchronous programming and integrating Rust with other languages. You'll also meet amazing Rust tools for testing, code analysis, and application lifecycle management. It's all the good stuff in one place! What's Inside Core Rust data structures Memory management Creating effective APIs Rust tooling, testing, and more About the Reader Assumes you know Rust basics. About the Author Brenden Matthews is a software engineer, entrepreneur, and a prolific open source contributor who has been using Rust since the early days of the language. Quotes There's something for every Rust developer in here. Full of tips. - Tim McNamara, Founder of Accelerant.dev, Author of Rust in Action Wastes no time jumping headfirst into Rust development. It's a great resource to get up to speed in Rust quickly. - Patrick Walton, Meta With this book, you will become a Rust pro. - Jaume L©đpez Fundaci©đ, Institut Guttmann Hands-on, practical, and understandable. - Satej Kumar Sahu, Boeing For all aspiring Rustaceans. - Simon Tschoeke, German Edge Cloud.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 33
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 27 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.1/4
    Keywords: Computer software Testing ; Computer software Development ; Java (Computer program language) ; Java (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Unit testing is more than just a collection of tools and practices--it's a state of mind! This bestseller reveals the master's secrets for delivering robust, maintainable, and trustworthy code. Thousands of developers have learned to hone their code quality under the tutelage of The Art of Unit Testing. This revised third edition updates an international bestseller to reflect modern development tools and practices, as well as to cover JavaScript. Inside The Art of Unit Testing, Third Edition you will learn how to: Create readable, maintainable, and trustworthy tests Work with fakes, stubs, mock objects, and isolation frameworks Apply simple dependency injection techniques Refactor legacy code with confidence Test both frontend and backend code Effective unit tests streamline your software development process and ensure you deliver consistent high-quality code every time. With practical examples in JavaScript and Node, this hands-on guide takes you from your very first unit tests all the way to comprehensive test suites, naming standards, and refactoring techniques. You'll explore test patterns and organization, working with legacy code and even "untestable" code. The many tool-agnostic examples are presented in JavaScript and carefully designed so that they apply to code written in any language. About the Technology The art of unit testing is more than just learning the right collection of tools and practices. It's about understanding what makes great tests tick, finding the right strategy for each unique situation, and knowing what to do when the testing process gets messy. This book delivers insights and advice that will transform the way you test your software. About the Book The Art of Unit Testing, Third Edition shows you how to create readable and maintainable tests. It goes well beyond basic test creation into organization-wide test strategies, troubleshooting, working with legacy code, and "merciless" refactoring. You'll love the practical examples and familiar scenarios that make testing come alive as you read. This third edition has been updated with techniques specific to object-oriented, functional, and modular coding styles. The examples use JavaScript. What's Inside Deciding on test types and strategies Test Entry & Exit Points Refactoring legacy code Fakes, stubs, mock objects, and isolation frameworks Object-Oriented, Functional, and Modular testing styles About the Reader Examples use JavaScript, TypeScript, and Node.js. About the Authors Roy Osherove is an internationally-recognized expert in unit testing and agile software methodology. Vladimir Khorikov is the author of Manning's Unit Testing Principles, Practices, and Patterns, a Pluralsight author, and a Microsoft MVP. Quotes Our testing bible. The JavaScript community is fortunate to have it adapted to our favorite language. - Yoni Goldberg, Node.js testing consultant, author of Node.js Best Practices A testing masterpiece! - Jaume L©đpez, Institut Guttmann Teaches you the philosophy as well as the nuts and bolts for effective unit testing. - Matteo Gildone, Springer Nature A proper view of what to test, when, and how to do it well. - Rich Yonts, Teradata.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 34
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 44 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7/1
    Keywords: Computer networks Study guides Examinations ; Routing (Computer network management) Study guides Examinations ; Internetworking (Telecommunication) Study guides Examinations ; Routage (Gestion des réseaux d'ordinateurs) ; Examens ; Guides de l'étudiant ; Interconnexion de réseaux (Télécommunications) ; Examens ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Embark on an exciting journey into the world of networking. Whether you're a novice looking to start your career in IT or an experienced professional seeking to enhance your knowledge, our CCNA Networking course is designed to provide you with comprehensive insights into the fundamentals and advanced aspects of networking. In this course, you will dive deep into the essential building blocks of networking. We begin with a thorough exploration of the TCP/IP protocol suite, which forms the backbone of the Internet and modern networks. You'll gain a solid understanding of IP addressing, subnetting, and the intricacies of both IPv4 and IPv6. Moving forward, we delve into VLANs, their configurations, and how they segment network traffic efficiently. You'll master the art of routing with a focus on routing protocols such as EIGRP and OSPF, enabling you to design and manage complex network infrastructures. Security is paramount in today's interconnected world, and our course covers this critical area extensively. You'll learn about access control lists (ACLs), port security, and other measures to protect your network from threats. By the end of this course, you'll have the knowledge and skills necessary to excel in the field of networking. Whether you aspire to obtain the prestigious Cisco Certified Network Associate (CCNA) certification or simply want to bolster your networking expertise, this course is your gateway to success. Distributed by Manning Publications This course was created independently by Meta Brains and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 35
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 47 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.7/4
    Keywords: HTML (Document markup language) ; Cascading style sheets ; Web site development Computer programs ; Web sites Design ; HTML (Langage de balisage) ; Feuilles de style en cascade ; Sites Web ; Systèmes-auteur ; Sites Web ; Conception ; HTML ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Enter the Web Design Playground and start experimenting with all aspects of creating a web page--from design, to development, to publishing--in an easy-to-use free online workspace. This exciting second edition of Web Design Playground is fully updated with new technologies and thoughtful approaches for building modern websites. You'll have a blast experimenting with a landing page, photo gallery, portfolio site, and more while you learn important web design skills. In Web Design Playground, Second Edition you'll learn essential tools of the web design trade, such as: Structuring a web page with HTML Styling a web page with CSS Modern page layout techniques Using colors in web design Making text look awesome with typography HTML, CSS, and the principles of good web design are all you need to build something beautiful! You'll find them all inside this one-of-a-kind guide. Best of all, this book gives you free access to a custom online workspace, the "playground!" You can concentrate on core skills like page layout and adding images and video, as well as learning typography, responsive design, and the other modern web design techniques. About the Technology If you can use a web browser, you can create a web site! Web Design Playground, Second Edition shows you how, progressing step by step through fun and engaging projects. You learn the basics of HTML, CSS, and other important web skills. With its unique online "playground," the book helps you build a landing page, a photo gallery, a portfolio site, and more, all from scratch. No prior experience or knowledge of special tools is required. About the Book Web Design Playground, Second Edition takes a creative, visual approach and clear explanations of the components, concepts, and of each step you'll need to build your own web pages. You'll become a confident web designer as you practice each new skill in the Playground. The many small projects introduce everything from page layout basics to new tags and features like Flexbox and CSS Grid--all presented in author Paul McFedries's inimitably friendly style. Don't worry about setting up your own servers and domain names--the book comes with a free online "playground" to experiment with and get creative. You can concentrate on core skills like page layout and adding images and video, as well as learning typography, responsive design, and the other modern web design techniques. Before you know it, you'll be ready to create gorgeous pages that reflect your creativity and style. What's Inside Structure a web page with HTML Style a web page with CSS Modern page layout techniques How to use colors and typography About the Reader No web design experience required. About the Author Paul McFedries has written more than 100 books, which have sold over four million copies worldwide. Quotes A must-have book for learning HTML and CSS. - Adam Wan, Nexplore Excellent! A must-read for anyone who wants a great start in the art of web development! - Srikar Vedantam, Volvo Group.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 36
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 24 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language processing (Computer science) ; Artificial intelligence ; Traitement automatique des langues naturelles ; Intelligence artificielle ; artificial intelligence ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Dive into the world of artificial intelligence with this comprehensive course designed to unravel the intricacies of Bard AI, Google's pioneering language model that stands at the forefront of AI technology. Spanning over seven insightful sections, the course offers a deep dive into Bard AI's capabilities, setting a foundation with an introduction to AI and language models, followed by an in-depth exploration of Bard AI's unique features. Discover the revolutionary aspects of text generation, contextual understanding, and multilingual support that Bard AI offers. These features not only enhance the efficiency of content creation but also pave the way for innovative applications in customer service, education, and more. The course meticulously compares Bard AI with other leading models like GPT-3 and GPT-4, highlighting its unique selling points and potential areas for development. A crucial section of the course is dedicated to programmers, where you'll learn how Bard AI can assist in coding practices, from generating code snippets to identifying errors and improving performance. The course also projects the prospects of Bard AI, envisioning its role in advancing society and technology. By the end of this course, you'll have a comprehensive understanding of Bard AI, equipped with the knowledge to apply its features in various sectors effectively. Whether you're a programmer, content creator, or simply an AI enthusiast, this course is your gateway to mastering one of the most versatile language models in the AI landscape. Distributed by Manning Publications This course was created independently by Skool of AI (Owned by Meta Brains) and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 37
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 53 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.8
    Keywords: Microsoft Azure (Computing platform) Security measures ; Cloud computing Security measures ; Microsoft Azure (Plateforme informatique) ; Sécurité ; Mesures ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Secure your Azure applications the right way. The expert DevSecOps techniques you'll learn in this essential handbook make it easy to keep your data safe. As a Program Manager at Microsoft, Bojan Magusic has helped numerous Fortune 500 companies improve their security posture in Azure. Now, in Azure Security he brings his experience from the cyber security frontline to ensure your Azure cloud-based systems are safe and secure. In Azure Security you'll learn vital security skills, including how to: Set up secure access through Conditional Access policiesImplement Azure WAF on Application Gateway and Front Door Deploy Azure Firewall Premium for monitoring network activities Enable Microsoft Defender for Cloud to assess workload configurations Utilize Microsoft Sentinel for threat detection and analytics Establish Azure Policy for compliance with business rules Correctly set up out-of-the-box Azure services to protect your web apps against both common and sophisticated threats, learn to continuously assess your systems for vulnerabilities, and discover cutting-edge operations for security hygiene, monitoring, and DevSecOps. Each stage is made clear and easy to follow with step-by-step instructions, complemented by helpful screenshots and diagrams. About the Technology Securing cloud-hosted applications requires a mix of tools, techniques, and platform-specific services. The Azure platform provides built-in security tools to keep your systems safe, but proper implementation requires a foundational strategy and tactical guidance. About the Book Azure Security details best practices for configuring and deploying Azure's native security services--from a zero-trust foundation to defense in depth (DiD). Learn from a Microsoft security insider how to establish a DevSecOps program using Microsoft Defender for Cloud. Realistic scenarios and hands-on examples help demystify tricky security concepts, while clever exercises help reinforce what you've learned. What's Inside Set up secure access policies Implement a Web Application Firewall Deploy MS Sentinel for monitoring and threat detection Establish compliance with business rules About the Reader For software and security engineers building and securing Azure applications. About the Author Bojan Magusic is a Product Manager with Microsoft on the Security Customer Experience Engineering Team. Quotes Tells an end-to-end story, from introductory cyber-security foundations to advanced security tooling in Azure. - Yuri Diogenes, Microsoft Cloud Security Provides excellent coverage of key security capabilities in and around Azure, with valuable guidance for beginners and experts alike. - Prashant Dwivedi, National Informatics Centre, India The most comprehensive and up-to-date content that I have seen on Azure Security. This book covers it all. - Michael Heil, ai.dopt.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 16, 2024)
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  • 38
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 46 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: ChatGPT ; Natural language generation (Computer science) Computer programs ; Neural networks (Computer science) ; Génération automatique de texte ; Logiciels ; Réseaux neuronaux (Informatique) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: This comprehensive course, designed for budding developers and tech enthusiasts, delves deep into the fascinating world of AI chatbot development using two powerful tools: React.js and OpenAI's ChatGPT. With a focus on practical, hands-on learning, the course guides you through every step of creating a dynamic, AI-powered chatbot application. Spanning several detailed modules, the course begins with a solid foundation in React.js, a popular JavaScript library for building user interfaces. You'll learn to set up your development environment and understand the basics of React components, state management, and the overall architecture of a React application. This knowledge is crucial as you start to build the layout and interface of your chatbot. The heart of the course lies in the integration of ChatGPT, OpenAI's advanced AI language model. You'll explore how to seamlessly incorporate ChatGPT into your React application, creating a responsive, intelligent chatbot. The course covers essential topics like API integration, handling user inputs, and generating AI responses, ensuring your chatbot is both functional and engaging. API integration is a key focus, as you'll learn to connect your React app with ChatGPT through a backend, using Node.js and Express.js. This section includes practical exercises on setting up servers, managing API requests and responses, and ensuring smooth communication between your front end and the AI model. UI/UX design: you'll learn to create an intuitive, user-friendly interface for your chatbot, ensuring a seamless user experience. The course covers advanced UI topics such as styling, layout design, and incorporating interactive elements, making your chatbot not only smart but also visually appealing. By the end of this course, you'll have a fully functional AI chatbot, and more importantly, a deep understanding of integrating AI technologies with web development. Whether you;re a beginner looking to enter the world of AI and React, or a developer seeking to expand your skillset, this course offers valuable knowledge and hands-on experience in the cutting-edge field of AI chatbots. Distributed by Manning Publications This course was created independently by Skool of AI (Owned by Meta Brains) and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 39
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 15 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.3/5
    Keywords: Natural language generation (Computer science) ; Artificial intelligence Computer programs ; Natural language processing (Computer science) ; Génération automatique de texte ; Intelligence artificielle ; Logiciels ; Traitement automatique des langues naturelles ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: This course offers a comprehensive exploration of prompt engineering, a critical skill in the evolving landscape of artificial intelligence (AI). Aimed at educators, developers, and technology enthusiasts, this curriculum bridges the gap between theoretical knowledge and practical application in the field of AI. Beginning with a foundational understanding, Lecture 1 delves into the essentials of prompts, their key features, and real-world examples, setting the stage for more advanced topics. Lecture 2 shifts the focus to text prompts, dissecting their structure and utility specifically for developers. This segment is crucial for understanding how language models like ChatGPT interpret and respond to textual inputs. The course then progresses to image prompts in Lecture 3, offering a deep dive into the intricate world of visual AI. Here, participants will explore Midjourney prompts, a term encompassing the journey from prompt creation to image generation. This lecture also covers custom preferences, and various parameters such as aspect ratio, chaos, seeds, style, and normalization, which are pivotal in tailoring image prompts to specific needs. Lecture 5 addresses a critical aspect of AI interaction: error handling. Participants will learn strategies to craft prompts that effectively manage errors, a skill particularly beneficial for student instruction and troubleshooting. The course culminates in a hands-on project, where participants will apply their knowledge to create a website using ChatGPT and Midjourney. This two-part project not only reinforces learning but also demonstrates practical applications of prompt engineering in website development. This course is designed to equip participants with the skills to navigate and utilize prompt engineering effectively, making it an indispensable resource for those seeking to integrate emerging technology into teaching and development in higher education. Distributed by Manning Publications This course was created independently by Skool of AI (Owned by Meta Brains) and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 40
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 52 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Computer security ; Computer networks Security measures ; Sécurité informatique ; Réseaux d'ordinateurs ; Sécurité ; Mesures ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: This course is a comprehensive training program designed for IT beginners and network students eager to delve into the fundamentals of network security. In today's digital age, safeguarding information and data is of paramount importance, and this course equips participants with the essential knowledge and skills to excel in the field of cybersecurity. This course is ideal for individuals with a basic understanding of Linux programming, and it provides a solid foundation in network defense and information security. Our primary goal is to enable trainees to reach competency and expertise in network defense and information security skills, ensuring they are well-prepared to navigate the complexities of the digital landscape. The curriculum is thoughtfully structured and covers a wide range of topics, making it accessible and engaging for learners at various levels. By the end of this course, you'll possess a comprehensive understanding of network security and defense, preparing you to tackle real-world challenges in the field. Distributed by Manning Publications This course was created independently by Meta Brains and is distributed by Manning through our exclusive liveVideo platform.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 41
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (12 hr., 52 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.13/3
    Keywords: Elixir (Computer program language) ; Programming languages (Electronic computers) ; Computer programming ; Elixir (Langage de programmation) ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Fully updated to Elixir 1.15, this authoritative bestseller reveals how Elixir tackles problems of scalability, fault tolerance, and high availability. Thousands of developers have learned to build applications in Elixir by using Sa¿Ła Juri♯⁷'s Elixir in Action. You'll skip the programming basics or 101 introductions; this book builds on your existing knowledge to get you quickly writing real Elixir code. Along the way, you'll develop an appreciation for, and considerable skill in, functional and concurrent programming. Inside Elixir in Action, Third Edition you'll find: Updates for Elixir 1.15 Elixir modules, functions, and type system Functional and concurrent programming Introduction to distributed system design Creating deployable releases Fully updated to Elixir 1.15, this book contains new coverage of working with application configuration and the latest OTP releases. It teaches you the underlying principles and functional concepts of Elixir, and how each piece fits into the bigger picture of building production-ready systems with Elixir, Erlang, and the OTP framework. About the Technology With best-in-class fault tolerance and concurrency, a pragmatic approach to functional programming, and the power to operate at scale, Elixir is the perfect choice for mission-critical software. Start reading Elixir in Action, and you'll quickly understand why Elixir creator Jos©♭ Valim says it "...tops the list" of Elixir books. About the Book Elixir in Action, Third Edition teaches you how to create distributed applications and server-side systems using Elixir and the Erlang VM. This Third Edition from Elixir expert Sa¿Ła Juri♯⁷ is fully updated to include the latest features of Elixir 1.15. In it, you'll master the foundations of the language, discover how the OTP framework minimizes tedious boilerplate code, and explore numerous examples that ensure you're learning hands-on. What's Inside Elixir modules, functions, and type system Functional and concurrent programming Introduction to distributed system design Creating deployable releases About the Reader For programmers comfortable with client/server applications. No experience with Elixir, Erlang, or functional programming required. About the Author Sa¿Ła Juri♯⁷ uses Elixir and Erlang to build fault-tolerant, scalable, highly concurrent systems. Technical editor on this book was Marius Butuc. Quotes Ask any Elixir developer about their favorite book, and Elixir in Action tops the list. It's a testament to the value it brings to the community. - Jos©♭ Valim, Creator of Elixir Powerful insights that deepen my understanding of Elixir systems and a wonderful voice that makes all of that goodness easy to consume. - Bruce Tate, Founder of Grox.io Learning Focused and packed with practical insight into the language and the new runtime you are learning. - Lars Wikman, Founder & CEO, Underjord Start on page 1 and read till the end. You won't regret it. - Simon Hewitt, Nebulon Inc.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 2, 2024)
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  • 42
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (9 hr., 35 min.))
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Machine learning ; Data mining ; SQL (Computer program language) ; Scripting languages (Computer science) ; Apprentissage automatique ; Exploration de données (Informatique) ; SQL (Langage de programmation) ; Langages de script (Informatique) ; Audiobooks ; Livres audio
    Abstract: Practical methods for analyzing your data with graphs, revealing hidden connections and new insights. Graphs are the natural way to represent and understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with concrete advice on implementation and deployment. You don't need any graph experience to start benefiting from this insightful guide. These powerful graph algorithms are explained in clear, jargon-free text and illustrations that makes them easy to apply to your own projects. In Graph Algorithms for Data Science you will learn: Labeled-property graph modeling Constructing a graph from structured data such as CSV or SQL NLP techniques to construct a graph from unstructured data Cypher query language syntax to manipulate data and extract insights Social network analysis algorithms like PageRank and community detection How to translate graph structure to a ML model input with node embedding models Using graph features in node classification and link prediction workflows Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. It's filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs. You'll gain practical skills by analyzing Twitter, building graphs with NLP techniques, and much more. About the Technology A graph, put simply, is a network of connected data. Graphs are an efficient way to identify and explore the significant relationships naturally occurring within a dataset. This book presents the most important algorithms for graph data science with examples from machine learning, business applications, natural language processing, and more. About the Book Graph Algorithms for Data Science shows you how to construct and analyze graphs from structured and unstructured data. In it, you'll learn to apply graph algorithms like PageRank, community detection/clustering, and knowledge graph models by putting each new algorithm to work in a hands-on data project. This cutting-edge book also demonstrates how you can create graphs that optimize input for AI models using node embedding. What's Inside Creating knowledge graphs Node classification and link prediction workflows NLP techniques for graph construction About the Reader For data scientists who know machine learning basics. Examples use the Cypher query language, which is explained in the book. About the Author Toma¿ℓ Bratani♯⁻ works at the intersection of graphs and machine learning. Arturo Geigel was the technical editor for this book. Quotes Undoubtedly the quickest route to grasping the practical applications of graph algorithms. Enjoyable and informative, with real-world business context and practical problem-solving. - Roger Yu, Feedzai Brilliantly eases you into graph-based applications. - Sumit Pal, Independent Consultant I highly recommend this book to anyone involved in analyzing large network databases. - Ivan Herreros, talentsconnect Insightful and comprehensive. The author's expertise is evident. Be prepared for a rewarding journey. - Michal ¿ tefa¿⁸©Łk, Volke.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 1, 2024)
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  • 43
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: ChatGPT ; Git (Computer file) ; Computer programming ; Natural language processing (Computer science) ; Artificial intelligence Computer programs ; Programmation (Informatique) ; Traitement automatique des langues naturelles ; Intelligence artificielle ; Logiciels ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Dive deep into the world of AI with our ChatGPT coding masterclass. Whether you're new to coding or seeking to expand your skillset, this course will guide you step by step, ensuring that you become proficient in leveraging the potential of ChatGPT across multiple programming languages. Course Highlights: A Comprehensive Introduction: Familiarize yourself with the inner workings of ChatGPT, its advantages and disadvantages in the realm of AI chatbots, and how it compares to other chatbots available in the market. Smooth Onboarding: Get up and running quickly with guided instructions on account setup, essential installations, and writing your first ChatGPT command. Gaming with Javascript and ChatGPT: Unearth the symbiotic relationship between JavaScript and ChatGPT. Craft engaging games such as timers and Tic-Tac-Toe, all powered by the intelligence of ChatGPT. Expand Your Web Development Skills: Dive into the React.JS ecosystem. From initial installations to understanding components in ChatGPT and mastering routing, this section melds the worlds of modern web development with conversational AI. Conversational Coding with C++: For those looking to venture into more traditional coding paradigms, the course provides a robust introduction to C++ in tandem with ChatGPT. Create intriguing applications like a guess-the-number game while honing your C++ skills. Advanced Bot Functions and Data Visualization: Go beyond chat and dive into practical, real-world applications. Develop an OTP password generator, visualize data with histograms, and work with aggregate and time series data plots--all while harnessing the power of ChatGPT. This masterclass is not just a course but a comprehensive journey, transforming you from a curious learner to a ChatGPT coding maestro. With its blend of foundational knowledge, practical applications, and forward-thinking integrations, this course is designed to appeal to a broad audience.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 23, 2024)
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  • 44
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 2: Routing Fundamentals and Subnetting is the second part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 45
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (5 hr., 55 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 7: Security Fundamentals and Network Architectures is the seventh part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 46
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (5 hr., 36 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 5: Layer 4, IPv6 and IP Access Control Lists is the fifth p0art of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 47
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 52 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Security measures ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Application Security Program course teaches you to implement a robust program of security throughout your development process. It goes well beyond the basics, detailing flexible security fundamentals that can adapt and evolve to new and emerging threats. Its service-oriented approach is perfectly suited to the fast pace of modern development. Your team will quickly switch from viewing security as a chore to seeing it as an essential part of their daily work. Follow the expert advice in this guide and you'll reliably deliver software that is free from security defects and critical vulnerabilities.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 48
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (2 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 004.023
    Keywords: Information technology Vocational guidance ; Career development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Do you dream of getting a job in Information Technology (IT) but don't know where to start? Perhaps you want to make a career change, but you're struggling to find information and guidance about the field and all the components you'll need to learn. Or you've heard IT is a great field, but you don't know all the different types of jobs--and which one is right for you. In this course you will learn about all the types of jobs in the IT fields and which job is right for you based on your background, knowledge, education and preferences. We cover the software, hardware, procedures, and concerns that IT professionals address. By the end of this course, you'll be informed and confident enough to choose the job of your dreams, and to start pursuing your new career.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 49
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 31 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.75/6
    Keywords: MySQL (Electronic resource) ; SQL (Computer program language) ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Knowing how databases work is a considerable benefit in every career path, whether you are interested in marketing, account management, research programming, or countless other fields. Even more valuable is knowing how to design and build databases, how to query them and analyze the output. In this course you will learn all this, using the popular MySQL database management system. You will be guided through the basics of the SQL query language and introduced to MySQL databases, and then you will practice making queries. By the end of the course, you will be confident creating and managing a database. MySQL is very fast and compact, so you can run it alongside your other applications on a laptop or desktop.Yet it is a powerful and valuable tool for the many data-driven tasks that need completing. Let's get started!.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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  • 50
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (16 hr., 50 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7/2
    Keywords: Web site development Study guides ; HTTP (Computer network protocol) Study guides ; HTTP (Computer network protocol) ; Web site development ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: If you would like to learn web development and get a job in the tech industry, this is the course for you. With more than sixteen hours of HD video, this course covers HTML, CSS, JavaScript, Bootstrap, and more. An extremely beginner-friendly course, we start with the very basics of HTML and use it to build a simple web page. By the end of the course, you will be able to develop and publish your very own Google Chrome extension. The course is light on lectures, instead stressing hands-on learning with coding exercises and projects. Upon completing this course, you will have a solid portfolio of development projects to show to potential employers. We'll work on three coding projects in this course: Simple text site This project will help you learn HTML structure and the essential elements. Fallout-inspired Pip-Boy We'll apply the CSS and Bootstrap sections of the course to code a Pip-Boy from the game Fallout. This project will help you learn the design elements of modern web development. Google Chrome extension We finish the course by programming a JavaScript-based Google Chrome extension. This project will help you understand the logical parts of web development.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 51
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 1 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Machine learning ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This A to Z course introduces newcomers to the world of data science and teaches the fundamental skills for using machine learning and artificial intelligence (AI) to glean meaning and insights from data. It covers Python's data types and shows how to use the must-have Python data science libraries, including Pandas for data analysis and Matplotlib for creating visuals of the results. Once you understand how to format and clean your data and perform exploratory data analysis, we move to the machine learning side. Here, we introduce you to supervised vs unsupervised learning, as well as the core algorithms, including simple and multiple linear regression. We finish up with a deep dive into a recommender system for movies, and a chance to put together all your new skills and knowledge. Each topic is described in plain English, and the course does its best to avoid mathematical notations and jargon. Once you have access to the source code, you can experiment with it and improve upon it, learning and applying these algorithms in the real world. The data science field is lucrative and growing. This course will introduce you to all the foundational skills that a data scientist must have. If you have no background in statistics, don't let that stop you from enrolling in this course!.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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  • 52
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (17 hr., 37 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) Study guides ; Computer programming Study guides ; Computer programming ; Python (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Python is the #1 programming language for beginners due to its simple syntax, wide range of applications, and helpful community resources. This course, intended for absolute beginners, will start you on your coding journey with Python 3, the most recent version of the language. We start by setting up a Python environment and learning programming basics, then move on to cover object-oriented programming, regular expressions, interacting with HTTP (Hypertext Transfer Protocol), networking and more. Enroll now to receive over 17 hours of HD video tutorials with English captions, and a certificate of completion! Python calculator After learning Python basics, we will code our first program, a calculator. Web scraping We will code a simple web scraper to extract data rom a web site. This will demonstrate how to use Python to interact with HTTP. Chat program We will code a chat program using another communication protocol, WebSockets, to learn the basics of networking with Python.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 53
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (18 hr., 9 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) Study guides ; Computer programming Study guides ; Computer programming ; Python (Computer program language) ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This is the course for people who want to get started programming with Python, and are interested in entering the fields of coding or data science. But it is comprehensive enough for more experienced Python coders who want to brush up on their skills or fill in missing gaps. With over 18 hours of HD video tutorials, this course is designed to fully immerse you in the Python language as you start from the basics of programming and go through to advanced Python concepts. We'll also cover web scraping, PyMongo, WebPy development, Django web framework, GUI programming, data visualization, machine learning, and much more. Get hands-on practice building these ten coding projects: Simple calculator RPG battle script Web scraper PyMongo database Webpy web app Django website PyQt calculator GUI PyQt web browser Data visualization with matplotlib and Pandas Speech recognition & AI.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 54
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (19 hr., 27 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8/076
    Keywords: Penetration testing (Computer security) Study guides ; Computers Study guides Access control ; Computer networks Study guides Security measures ; Hackers Study guides ; Computer networks ; Security measures ; Computers ; Access control ; Hackers ; Penetration testing (Computer security) ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This course is designed for information security professionals who wish to take the Certified Ethical Hacker (CEH) exam and move on to a career as a professional pentester (or penetration tester). This course will teach you what you need to know to pass the CEH exam, and will also give you insight into the day-to-day workflow of a certified ethical hacker. Upon enrolling in this course, you will receive: 19+ Hours of HD Video Lessons on how to think like a hacker Hacking demonstrations with tools such as Maltego, FOCA, Harvester, Recon-ng, Nmap, masscan, tcpdump, Wireshark, Ettercap, Burp Suite, Scapy, Mimikatz, Hashcat, Konboot, Hydra, and more! A blueprint for conducting your own penetration test Links to additional resources to continue your education.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 55
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 31 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.7/52
    Keywords: WordPress (Electronic resource) ; Web sites Development ; Blogs Computer programs ; WordPress (Electronic resource) ; Web site development ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: If you want to build professional websites, WordPress, the popular and free open-source website creation platform, is a great tool to have in your back pocket. This course teaches you the conceptual framework of a WordPress-based Content Management System (CMS), as well as the practical steps for building a modern website or a blog. We start with WordPress installation and building blocks, the principles of the WordPress CMS, and a tour of the admin panel. Next you learn about posts, pages, and forums before jumping into a unit on using plugin management to add cool galleries and videos to your website or blog. You will also get to know about SEO and meta tags. The WordPress Crash Course winds up with a unit on WordPress themes, which make your sites and blogs look professional. You will also learn to customize and design your own themes. Get up and running with this easy-to-follow guide to everything you need to know about WordPress, from installing your first blog to maintaining a website after launch.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 56
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 56 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Penetration testing (Computer security) ; Software failures ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn the essential tools and techniques for hunting and exploiting vulnerabilities in web and Android applications. Equip yourself with the knowledge and skills to find and responsibly disclose vulnerabilities to companies, gaining rewards through existing bug bounty programs. Master the best practices of ethical hacking to detect bugs and improve security. This comprehensive, seven-hour course covers three key areas: Fundamentals of OWASP Top 10 Vulnerabilities We start the course with a look at the most common vulnerabilities currently present in web applications. The OWASP Top Ten, from the Open Web Application Security Project, helps bug bounty hunters to know what to look for in penetration tests. We break down these vulnerabilities and demonstrate what to look for in order to detect them. Kali Linux and Web Application Hacking Web applications are currently some of the most common targets for bug bounties, so we'll see how to create meaningful attacks against them. We'll use Kali Linux tools, which are popular with both attackers and the defenders trying to secure web apps against those attacks. We'll work with Nmap, SQLmap, Commix, Wfuzz, Metasploit, and many other tools to gather information about targets and launch attacks to expose their vulnerabilities. Foundations of Hacking and Penetration Testing Android Apps Most companies now have apps that are included in bug bounty programs. Learning how to scan and exploit these apps can often be a lucrative way to gain bounties. Given the new focus on application development, apps make a great target for bug bounties.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 23, 2023)
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  • 57
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (17 hr., 3 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.133
    Keywords: Python (Computer program language) ; Hacking ; Computer security ; Penetration testing (Computer security) ; Computer programmers Professional ethics ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Master ethical hacking while working on practical Python coding projects. Learn Python hacking skills, ethical hacking principles, penetration testing, cybersecurity, and more with over 17 hours of video tutorials. Designed for those with intermediate- to advanced-level understanding of ethical hacking, this course is still taught in a step-by-step, beginner-friendly method. We begin with coding basic port and vulnerability scanning tools; move onto SSH, FTP, and spoofing attacks; take a look at network analysis; and finish up with coding a reverse shell, command and control center, and several website penetration testing tools. Upon completing this course, you will be prepared for a job in the cybersecurity industry. Learn all these skills while completing eight coding projects: Port and vulnerability scanner SSH brute-forcer MAC address changer ARP spoofer DNS spoofer Multi-functioning reverse shell Keylogger Command and control center.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 23, 2023)
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  • 58
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 22 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.8
    Keywords: Linux ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: When you work in IT cyber security, you are responsible for ensuring that all operating systems are fully secured. Guide to Security for Linux Systems introduces you to the parameters and policies that will help you fulfill this responsibility. You will gain an understanding of the procedures and steps needed to secure operating systems; learn about the different types of security breaches you may encounter; and get familiar with the tools and software you can use to ensure a safe Linux system.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 59
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/32
    Keywords: Linux ; Operating systems (Computers) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Linux for Absolute Beginners is a course designed for Linux certification that will help you gain experience in the command line and Linux administration. You will be taught how to use options to modify the way a command works and use the three types of help commands used in most Linux distributions. Some other key topics included are installing and configuring Linux, as well as the different system utility commands and more about Linux permissions.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 60
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 37 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.1/4
    Keywords: Java (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Effectively reading and understanding existing code is a developer's superpower. In this book, you'll master techniques for code profiling, advanced debugging, and log evaluation to find and fix bugs and performance problems. In Troubleshooting Java: Read, debug, and optimize JVM applications you will learn how to: Determine what code does the first time you see it Expose code logic problems Evaluate heap dumps to find memory leaks Monitor CPU consumption to optimize execution Use thread dumps to find and solve deadlocks Easily follow a service-oriented or microservices system Properly use logging to better understand Java app execution Use Java debuggers efficiently Searching for bugs, detangling messy legacy code, or evaluating your codebase for new features sucks up much of a developer's time. Troubleshooting Java: Read, debug, and optimize JVM applications teaches code investigation techniques that will help you efficiently understand how Java apps work, how to optimize them, and how to fix the bugs that break them. You'll go from the basics of debugging to advanced methods for locating problems in microservices architectures, and save yourself hours--or even days--of time. Each new technique is explained with lively illustrations and engaging real-world examples. About the Technology Fact: Over the course of your career, you'll spend far more time reading code than you will writing it. The code investigation skills in this book will radically improve your efficiency in understanding and improving Java applications. About the Book Troubleshooting Java: Read, debug, and optimize JVM applications presents practical techniques for exploring and repairing unfamiliar code. In it, you'll learn timesaving practices for discovering hidden dependencies, discovering the root causes of crashes, and interpreting unexpected results. Go beyond profiling and debugging and start understanding how Java applications really work. What's Inside Determine what code does the first time you see it Evaluate heap dumps to find memory leaks Monitor CPU consumption to optimize execution Use thread dumps to find and solve deadlocks Uncover glitches in code logic Locate intermittent runtime problems About the Reader For intermediate Java developers. About the Author Lauren€₎iu Spilc♯³ is a skilled Java and Spring developer and an experienced technology instructor. He is the author of Spring Start Here and Spring Security in Action. Quotes We spend more time trying to understand code than writing it. This book shows you how to use that time wisely. - Brent Honadel, Infor Finally a book that illustrates how to troubleshoot and reason about Java apps in production! It just might save the day! - Atul Shriniwas Khot, SquareOne Insights I wish I had this collection of efficient and usable techniques at the beginning of my career. - Andriy Stosyk, EPAM Systems A great book with deep explanations about debugging techniques. - C♯³t♯³lin Matei, Endava Understand how Java applications work under the hood. - Fernando Bernardino, Wise.
    Note: Narrator not identified. - Online resource; title from title details screen (O'Reilly, viewed August 7, 2023)
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  • 61
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 30 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/32
    Keywords: Linux Study guides ; Operating systems (Computers) Study guides ; Linux ; Operating systems (Computers) ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This is an introductory course for people who want to learn Linux system administration with an eye toward entering the IT field as a sys admin. We start by covering the very basics of using the Linux operating system and working with the command line interface (CLI). Then we move on to more advanced system skills, as well as the networking skills necessary to become a Linux administrator. Along the way we will configure a server, manage users, develop and deploy a web app, set up a code repository, and more.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 62
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (10 hr., 13 min.))
    Edition: [First edition].
    DDC: 006.3/1
    Keywords: Machine learning ; Apprentissage automatique ; Audiobooks ; Livres audio
    Abstract: Guide machine learning projects from design to production with the techniques in this one-of-a-kind project management guide. No ML skills required In Managing Machine Learning Projects you'll learn essential machine learning project management techniques, including: Understanding an ML project's requirements Setting up the infrastructure for the project and resourcing a team Working with clients and other stakeholders Dealing with data resources and bringing them into the project for use Handling the lifecycle of models in the project Managing the application of ML algorithms Evaluating the performance of algorithms and models Making decisions about which models to adopt for delivery Taking models through development and testing Integrating models with production systems to create effective applications Steps and behaviors for managing the ethical implications of ML technology Managing Machine Learning Projects is an end-to-end guide for delivering machine learning applications on time and under budget. It lays out tools, approaches, and processes designed to handle the unique challenges of machine learning project management. You'll follow an in-depth case study through a series of sprints and see how to put each technique into practice. The book's strong consideration to data privacy, and community impact ensure your projects are ethical, compliant with global legislation, and avoid being exposed to failure from bias and other issues. About the Technology Ferrying machine learning projects to production often feels like navigating uncharted waters. From accounting for large data resources to tracking and evaluating multiple models, machine learning technology has radically different requirements than traditional software. Never fear! This book lays out the unique practices you'll need to ensure your projects succeed. About the Book Managing Machine Learning Projects is an amazing source of battle-tested techniques for effective delivery of real-life machine learning solutions. The book is laid out across a series of sprints that take you from a project proposal all the way to deployment into production. You'll learn how to plan essential infrastructure, coordinate experimentation, protect sensitive data, and reliably measure model performance. Many ML projects fail to create real value--read this book to make sure your project is a success. What's Inside Set up infrastructure and resource a team Bring data resources into a project Accurately estimate time and effort Evaluate which models to adopt for delivery Integrate models into effective applications About the Reader For anyone interested in better management of machine learning projects. No technical skills required. About the Author Simon Thompson has spent 25 years developing AI systems to create applications for use in telecoms, customer service, manufacturing and capital markets. He led the AI research program at BT Labs in the UK, and is now the Head of Data Science at GFT Technologies. Quotes Provides many examples of practical implementation issues including scoping, sprints, case studies, and request tickets. - Abi Aryan, MLOps Podcast Golden for all managers, even those with a less technical background. Lucid concept explanations. - Amrita Sarkar, Thomson Reuters Years of experience boiled down to workable checklists, handy anecdotes, and guidance on regulatory and legal frameworks. Ignore at your peril. - Dan Gilks, British Telecommunications.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 17, 2024)
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  • 63
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 14 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.13/3
    Keywords: Go (Computer program language) ; Computer software Development ; Software engineering ; Go (Langage de programmation) ; Génie logiciel ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Build and upgrade an automated software delivery pipeline that supports containerization, integration testing, semantic versioning, automated deployment, and more. In Shipping Go you will learn how to: Develop better software based on feedback from customers Create a development pipeline that turns feedback into features Reduce bugs with pipeline automation that validates code before it is deployed Establish continuous testing for exceptional code quality Serverless, container-based, and server-based deployments Scale your deployment in a cost-effective way Deliver a culture of continuous improvement Shipping Go is a hands-on guide to shipping Go-based software. Author Joel Holmes shows you the easy way to set up development pipelines, fully illustrated with practical examples in the powerful Go language. You'll put continuous delivery and continuous integration into action, and discover instantly useful guidance on automating your team's build and reacting with agility to customer demands. Your new pipelines will ferry your projects through production and deployment, and also improve your testing, code quality, and production applications. About the Technology An effective software delivery pipeline automates all stages, from initial design, through development, deployment, and ultimately the usage experience that feeds back into new features and releases. Go embraces the best practices of Continuous Delivery, and adds a few language-specific tools and twists of its own. About the Book Shipping Go shows you how to build Go-specific software development pipelines. You'll have a basic CI/CD process up and running by the time you finish Chapter 3, along with an iterative process for designing, releasing, and revising your applications. Then, you'll systematically upgrade your pipeline to support containerization, integration testing, semantic versioning, and automated deployment. A set of handy appendices help you translate these valuable practices to Kotlin, Python, and JavaScript applications. What's Inside Create a development pipeline that turns feedback into features Automatically validate code before it is deployed Serverless, container-based, and server-based deployments Scale your deployment in a cost-effective way About the Reader For Go developers. About the Author Joel Holmes builds cloud native applications, helping to architect, design, and develop them. A Golang tech lead, Aliénor Latour was the technical editor for this book. Quotes Gets you from inception all the way to shipping with Golang. - Nathan B. Crocker, Core Systems/Galaxy Digital Provide continuous value to your end users and team, from design to shipping. - Laud Bentil, mPharma A-Z of building software in Go using a modern tooling ecosystem, full circle from accepting requirements to shipping the software. - Arun Saha, Cisco Teaches you step by step how to industrialize your software production. - Alain Lompo, ISO-Gruppe.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 64
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 19 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3/1068
    Keywords: Machine learning Management ; Project management ; Apprentissage automatique ; Gestion ; Gestion de projet ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Guide machine learning projects from design to production with the techniques in this one-of-a-kind project management guide. No ML skills required In Managing Machine Learning Projects you'll learn essential machine learning project management techniques, including: Understanding an ML project's requirements Setting up the infrastructure for the project and resourcing a team Working with clients and other stakeholders Dealing with data resources and bringing them into the project for use Handling the lifecycle of models in the project Managing the application of ML algorithms Evaluating the performance of algorithms and models Making decisions about which models to adopt for delivery Taking models through development and testing Integrating models with production systems to create effective applications Steps and behaviors for managing the ethical implications of ML technology Managing Machine Learning Projects is an end-to-end guide for delivering machine learning applications on time and under budget. It lays out tools, approaches, and processes designed to handle the unique challenges of machine learning project management. You'll follow an in-depth case study through a series of sprints and see how to put each technique into practice. The book's strong consideration to data privacy, and community impact ensure your projects are ethical, compliant with global legislation, and avoid being exposed to failure from bias and other issues. About the Technology Ferrying machine learning projects to production often feels like navigating uncharted waters. From accounting for large data resources to tracking and evaluating multiple models, machine learning technology has radically different requirements than traditional software. Never fear! This book lays out the unique practices you'll need to ensure your projects succeed. About the Book Managing Machine Learning Projects is an amazing source of battle-tested techniques for effective delivery of real-life machine learning solutions. The book is laid out across a series of sprints that take you from a project proposal all the way to deployment into production. You'll learn how to plan essential infrastructure, coordinate experimentation, protect sensitive data, and reliably measure model performance. Many ML projects fail to create real value--read this book to make sure your project is a success. What's Inside Set up infrastructure and resource a team Bring data resources into a project Accurately estimate time and effort Evaluate which models to adopt for delivery Integrate models into effective applications About the Reader For anyone interested in better management of machine learning projects. No technical skills required. About the Author Simon Thompson has spent 25 years developing AI systems to create applications for use in telecoms, customer service, manufacturing and capital markets. He led the AI research program at BT Labs in the UK, and is now the Head of Data Science at GFT Technologies. Quotes Provides many examples of practical implementation issues including scoping, sprints, case studies, and request tickets. - Abi Aryan, MLOps Podcast Golden for all managers, even those with a less technical background. Lucid concept explanations. - Amrita Sarkar, Thomson Reuters Years of experience boiled down to workable checklists, handy anecdotes, and guidance on regulatory and legal frameworks. Ignore at your peril. - Dan Gilks, British Telecommunications.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 17, 2023)
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  • 65
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 10 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.3
    Keywords: Application software Security measures ; Computer security ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Every company uses software to function. From Fortune 500 technology companies to sole-proprietor landscaping firms, software is integral to businesses large and small. The right software, properly secured, can help organizations to move quickly and stay ahead of their competition. Business software provides a means to track employees, customers, inventory, and scheduling. Data moves from a myriad of systems, networks, and software applications, providing insights to businesses looking to stay competitive. Depending on the needs and resources of a company, it may develop and build its own software, or it may purchase ready-made software and integrate it into the business operations. What this means is that every organization, regardless of size and industry, has a software need. That is why there is an urgent need for people to develop and implement secure software. That's where this course comes in: it is designed to help you become one of those crucial people. This course will familiarize you with the common vulnerabilities that plague developed code, as outlined by the publications that set the industry standards, such as the OWASP Top 10 list of critical risks and the SANS Top 25 list of most dangerous flaws in software. You will understand what type of development behaviors lead to vulnerabilities and how to avoid those behaviors when creating secure code. You will learn how to perform a threat model on development features to understand what threats could impact your code, where they come from, and how to mitigate them. You will also learn to review and operate developer analysis tools to discover vulnerabilities, allowing you to correct them early in the development life cycle. Finally, you will understand how application security fits in an overall cyber security program.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 66
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 34 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.54
    Keywords: Microsoft Excel (Computer file) ; Electronic spreadsheets ; Corporations Finance ; Data processing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn financial modeling in Excel and build a complete financial model from scratch. Whatever your educational or professional background--engineering, finance, or law--it can be difficult to break into the competitive field of infrastructure project finance and public-private partnerships (PPPs). You need to learn a new set of skills and technical knowledge if you hope to get past the interview and into the industry. We can relate to your anguish since we have experienced it firsthand.We developed this course to help young professionals succeed. This is not your typical course; instead, it is the result of thousands of hours of research, teaching, and practice in the classroom, workplace, and interview room. We have extensive experience in the project financing industry, gained while working for a variety of companies, and are pleased to share it with you. You will get all the insider knowledge you'd normally have to pay thousands of dollars for in a company training session. The project finance sector looks complicated from a distance; in this course we bring you in close so you can see how a key building block--the financial model--gets built.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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  • 67
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 47 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.1
    Keywords: Vue (Electronic resource) ; Web applications Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Vue has swiftly become one of the most popular JavaScript frameworks, as well as the most approachable, in our opinion. New frameworks, however, can be intimidating, and no one wants to waste time setting up a local development environment only to run a simple app. That's where Vue is different. To get started with Vue, place a script tag on a page, and you're ready. This preparation will allow you to integrate Vue into your current apps without investing in complex toolchains. All of the examples in this course may be completed by simply adding Vue to a single HTML file and writing a little JavaScript. A series of tutorials, exercises, and quizzes will help you learn how to construct Vue apps. This course will help novices get started with Vue JS and work toward mastery.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 2 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.75/85
    Keywords: SQL server ; Client/server computing ; Relational databases ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Databases are crucial in the typical software development process, and developers use SQL (Structural Query Language) to communicate with databases. Released in 1989, Microsoft SQL Server is one of the most popular database engines in the world, and it's a must-learn for anyone who wants to work with databases. This course will teach everything you need to know about Microsoft SQL (Transact-SQL or T-SQL), from introductory topics like creating databases and tables to more complex ones like creating stored procedures and sorting data from multiple tables. While the course is designed for beginners, it's perfect for intermediate Microsoft SQL users looking to brush up their knowledge.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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  • 69
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (24 hr., 11 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.2/762
    Keywords: JavaScript (Computer program language) Study guides ; Web site development Study guides ; JavaScript (Computer program language) ; Web site development ; Instructional films ; Internet videos ; Nonfiction films ; Study guides ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: If you would like to master JavaScript and get a job as a full-stack web developer, start with this course. You'll learn full-stack JavaScript development with over 24 hours of HD video tutorials covering ReactJS, NodeJS, LoopbackJS, Redux, Material-UI, and socket programming. And you'll learn these by putting them to work on three hands-on coding projects. A working knowledge of HTML, CSS and JavaScript will be helpful when taking this course. You'll work on three coding projects: Calculator Application Building this app will teach you the basics of React, how to create components, and how to work within the React life cycle. Weblog You'll use React and LoopbackJS to build a feature-rich blog app. We begin to explore the full-stack elements of JavaScript by coding our own REST API, and see how the front end and back end can communicate with each other. Chat Application With a WebSocket you can keep clients connected on the server side. We will explore socket programming building a chat app where you can create a user account, add other users, and then message back and forth with them.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 70
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 55 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.3
    Keywords: Application software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The next generation of containers is here. Learn Podman directly from its creator, discover its exceptional security features, and start managing rootless containers that integrate easily into your systems. In Podman in Action you will learn how to: Build and run containers in rootless mode Develop and manage pods Use SystemD to oversee a container's lifecycle Work with the Podman service via Python Keep your containers confined using Podman security features Manage containerized applications on edge devices Podman in Action shows you how to deploy containerized applications on Linux, Windows, and MacOS systems using Podman. Written by Daniel Walsh, who leads the Red Hat Podman team, this book teaches you how to securely manage the entire application lifecycle without human intervention. You'll quickly get to grips with Podman's unique advantages over Docker, and learn how easy it is to migrate your Docker-based infrastructure. It also demonstrates how, with Podman, you can easily convert containerized applications into Kubernetes-based microservices. About the Technology It's time to upgrade your container engine! The Podman container manager delivers flexible image layer control, seamless Kubernetes compatibility, and rootless containers that can be created, run, and managed by users without admin rights. Plus, its OCI-compliant support for the Docker API lets you shift existing containers to Podman without breaking your scripts or changing the way you work. About the Book Podman in Action introduces the Podman container manager. The easy-to-follow explanations and examples give you a clear view of what containers are, how they work, and how to manage them using Podman's powerful features. You'll get a deep look at the Linux components Podman uses and even learn more about Docker along the way. You'll especially appreciate author Dan Walsh's unique insights into container security. What's Inside Develop and manage pods Key security concepts including SELinux and SECCOMP Use systemd to oversee a container's lifecycle Keep your containers confined using Podman security Manage containerized applications on edge devices Install and run Podman on MacOS and Windows About the Reader For developers or system administrators experienced with Linux and Docker. About the Author Daniel Walsh is a senior distinguished engineer at Red Hat, and leads the team that created Podman. Quotes Red Hat's own master of container security beautifully explains this important container ecosystem. - Michael Bright, mjbright Consulting Filled to the brim with examples and best practices. - Mladen Kne¿ℓi♯⁷, CROZ Showcases Podman's architecture, advanced security features, rootless containers, integration with systemd, and much more. I highly recommend it. - Andrea Monacchi, Chili.com A must-read for anyone who wants to harness the power of Podman and the nextgen container ecosystem. - Gowtham Sadasivam, Acceldata.
    Note: Online resource; title from title details screen (O'Reilly, viewed September 05, 2023)
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  • 71
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 32 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer programming ; Python (Langage de programmation) ; Programmation (Informatique) ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Six Small Algorithm Projects with Python: Video Walkthrough Algorithms are the foundations of computer science. In this series of liveProjects, you'll watch as an expert uses specific algorithms to solve important programming problems. Six Small Algorithm Projects with Python is one of the most popular series on Manning's liveProject platform. Working though the series by hand takes weeks, but now there's a simpler way. In this series of videos, experienced data science lecturer Charles Rice guides you through the entire series, bringing you all the lessons in a fraction of the time. As you watch, you'll learn how to use recursion to draw complex shapes, search linked data structures, and layout and draw trees. You'll learn how to use network algorithms to find shortest paths and assign employees to jobs. As you master the projects in this series, you'll gain an understanding of a variety of algorithmic topics, data structures, and general programming techniques. Rod Stephens, series author Rod Stephens started out as a mathematician but discovered the fun of algorithms and has been programming ever since. Rod was a Microsoft Visual Basic Most Valuable Professional (MVP) for 15 years, has spoken to user groups and conferences, and has taught introductory programming courses. He has written more than 35 books including Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C# and Beginning Software Engineering, both of which include material related to this series of liveProjects. Charles Rice, video presenter Charles Rice is a Senior Data Science Instructor with the Flatiron School. He has worked in data science education for nearly a decade, teaching machine learning and statistical analysis to hundreds of students in the United States and abroad. In industry, he has worked as a Research Engineer for BlockScience, a blockchain R&D consultancy, and consults on data science and engineering for several FinTech organizations. He is a CompTIA Subject Matter Expert for the forthcoming DataX certification exam. Before getting into code and machine learning, he worked as a journalist and corporate communications professional.
    Note: "Video walkthrough.". - Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 72
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 45 min.)) , sound, color.
    Edition: [First edition].
    DDC: 006.7/6
    Keywords: Scala (Computer program language) ; Electronic data processing Distributed processing ; Application software Development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Akka is a toolkit that simplifies the process of building concurrent, distributed, and fault-tolerant applications and systems without compromising performance. Written in Scala, Akka uses a module system for implementation and an approach to concurrency based on the actor model. This easy-to-follow course provides a great introduction to the basics of Akka and distributed computing. You will learn these fundamentals by working with hands-on examples so you can put the concepts into action and see how they work. By the end of this course, you will have experience working with: actors, futures, routing, scheduling, and more. If you are an Akka newbie looking to get a great foundation in Akka and distributed computing, you've come to the right place!.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 23, 2023)
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  • 73
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 51 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.4/4769
    Keywords: Electronic data processing personnel Certification ; Computer networks Study guides Security measures ; Examinations ; Computer security Study guides Examinations ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: In this course you will learn everything you need to know to take your cyber-security career to the next level. Whether you are already in cyber security and want to prepare for the CISSP exam, or you are working in technology and are curious about what cybersecurity is, this course is for you. The course covers the range of topics that professionals in the field need to know about security and risk management in organizations, including best practices for security in architecture, networking, and physical locations. You'll learn how organizations test and monitor for security, and how they use asset management to discover the data and systems that exist in their organization so they can protect them. And you'll see how security fits into the software development lifecycle We will delve into the importance of security concepts such as confidentiality, integrity, and availability. How to use authentication and authorization to manage user and system access. How organizations prepare for disasters and ready themselves to resume operations. How to use risk management to define your company's approach to security. Supply chain risks. Threat modeling. Security models. Cryptoanalysis. And so much more! We cover a lot of topics here, and when you've finished the course you will have a thorough understanding of how security fits into an organization, and all the areas that need to be secured. Grab a comfy chair and get ready to learn.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 74
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (2 hr., 4 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.023
    Keywords: Information technology Vocational guidance ; Career development ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Discover how to land your dream IT job with the Complete IT Job Search Course. This course covers all aspects of the IT job search, starting with deciding which IT field you want to specialize in, researching your target companies and how to use that research to your advantage during the job search. You'll learn how to create an IT-focused resume, leverage LinkedIn, and have a successful interview. You will also learn how to develop your skills and build your brand, and how to stay on top of all the new technologies so you don't get left behind.
    Note: Online resource; title from title details screen (O'Reilly, viewed May 11, 2023)
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  • 75
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (1 hr., 57 min.)) , sound, color.
    Edition: [First edition].
    DDC: 658.8/72
    Keywords: Electronic commerce ; Electronic commerce ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: This course is for people who want to get into ecommerce, selling goods or services online, but have no idea where to start. We show you everything you need to know to build your own store on Shopify, one of the most popular platforms across the globe. And you won't need to write a line of code. You don't need to know anything about Shopify to take this course; you don't even need to know what you want to sell. The video provides an in-depth introduction to the ecommerce platform including the different Shopify store types and how to create them. Once you set up your online shop, you learn how to operate it, whether you use a traditional physical store where you own your inventory, or take advantage of dropshipping, where you fulfill orders from a third party without ever purchasing the products directly. We also introduce you to profitable products you can sell on a Shopify store, including physical and digital goods, consultation services, and many others. No coding, no experience necessary. All you need is the zeal to learn, and you'll be up and running in no time.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 26, 2023)
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  • 76
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (13 hr., 30 min.))
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Hibernate (Electronic resource) ; Object-oriented programming (Computer science) ; Java (Computer program language) ; Computer software Development ; Audiobooks
    Abstract: Master Java persistence using the industry-leading tools Spring Data and Hibernate. In Java Persistence with Spring Data and Hibernate you will learn: Mapping persistent classes, value types, and inheritance Mapping collections and entity associations Processing transactions with Spring Data and Hibernate Creating fetch plans, strategies, and profiles Filtering data Building Spring Data REST projects Using Java persistence with non-relational databases Querying JPA with QueryDSL Testing Java persistence applications Java Persistence with Spring Data and Hibernate teaches you the ins-and-outs of Java persistence with hands-on examples using Spring Data, JPA, and Hibernate. The book carefully analyzes the capabilities of the major Java persistence tools, and guides you through the most common use cases. By comparing and contrasting the alternatives, you'll find it easy to choose the right tool choice for your applications. You'll learn how to make and utilize mapping strategies, about the different approach to transactions for both Hibernate and Spring Data, and even how to efficiently test Java persistence applications. The practical techniques are demonstrated with both relational and non-relational databases. About the Technology Effectively managing application data is essential for any serious application. Spring Data and Hibernate bridge the gap between object-oriented code and relational data stores, radically simplifying Java persistence. By implementing the Java Persistence API (JPA) standard, these powerful tools help you avoid common bugs related to state and application data storage. About the Book Java Persistence with Spring Data and Hibernate explores Java persistence using industry-standard tools. Hands-on examples introduce object-relational mapping and guide you through different mapping strategies to suit your needs. Covering transactions, persistent application testing, and non-relational databases, this book is your go-to resource for managing data in Java applications. What's Inside Mapping persistent classes, value types, and inheritance Creating fetch plans, strategies, and profiles Building Spring Data REST projects Querying JPA with QueryDSL About the Reader For intermediate Java programmers. About the Author C♯³t♯³lin Tudose has more than 20 years of experience in the Java community. Christian Bauer, Gavin King, and Gary Gregory are the authors of Java Persistence with Hibernate, Second Edition, on which this book is based. Quotes Everything you need to work effectively with Hibernate and Spring Data. A must-read for all Java developers! - From the Foreword by Dmitry Aleksandrov, Oracle Software Developer and Java Champion It is an honor to recommend this book. I hope that it will assist you in producing performant, secure, testable software that others may rely on with confidence. - From the Foreword by Mohamed Taman, Chief Solutions Architect at Nortal and Java Champion A pedagogical gem. Engaging and pragmatic. It's like holding a conversation with a Hibernate expert. - Nathan B Crocker, Galaxy Digita.
    Note: Online resource; title from title details screen (O'Reilly, viewed October 25, 2023)
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 38 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3/1
    Keywords: Machine learning ; Computer networks Security measures ; Apprentissage automatique ; Réseaux d'ordinateurs ; Sécurité ; Mesures ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Keep sensitive user data safe and secure without sacrificing the performance and accuracy of your machine learning models. In Privacy Preserving Machine Learning, you will learn: Privacy considerations in machine learning Differential privacy techniques for machine learning Privacy-preserving synthetic data generation Privacy-enhancing technologies for data mining and database applications Compressive privacy for machine learning Privacy Preserving Machine Learning is a comprehensive guide to avoiding data breaches in your machine learning projects. You'll get to grips with modern privacy-enhancing techniques such as differential privacy, compressive privacy, and synthetic data generation. Based on years of DARPA-funded cybersecurity research, ML engineers of all skill levels will benefit from incorporating these privacy-preserving practices into their model development. By the time you're done reading, you'll be able to create machine learning systems that preserve user privacy without sacrificing data quality and model performance. About the Technology Machine learning applications need massive amounts of data. It's up to you to keep the sensitive information in those data sets private and secure. Privacy preservation happens at every point in the ML process, from data collection and ingestion to model development and deployment. This practical book teaches you the skills you'll need to secure your data pipelines end to end. About the Book Privacy Preserving Machine Learning explores privacy preservation techniques through real-world use cases in facial recognition, cloud data storage, and more. You'll learn about practical implementations you can deploy now, future privacy challenges, and how to adapt existing technologies to your needs. Your new skills build towards a complete security data platform project you'll develop in the final chapter. What's Inside Differential and compressive privacy techniques Privacy for frequency or mean estimation, naive Bayes classifier, and deep learning Privacy-preserving synthetic data generation Enhanced privacy for data mining and database applications About the Reader For machine learning engineers and developers. Examples in Python and Java. About the Authors J. Morris Chang is a professor at the University of South Florida. His research projects have been funded by DARPA and the DoD. Di Zhuang is a security engineer at Snap Inc. G. Dumindu Samaraweera is an assistant research professor at the University of South Florida. The technical editor for this book, Wilko Henecka, is a senior software engineer at Ambiata where he builds privacy-preserving software. Quotes A detailed treatment of differential privacy, synthetic data generation, and privacy-preserving machine-learning techniques with relevant Python examples. Highly recommended! - Abe Taha, Google A wonderful synthesis of theoretical and practical. This book fills a real need. - Stephen Oates, Allianz The definitive source for creating privacy-respecting machine learning systems. This area in data-rich environments is so important to understand! - Mac Chambers, Roy Hobbs Diamond Enterprises Covers all aspects for data privacy, with good practical examples. - Vidhya Vinay, Streamingo Solutions.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 1, 2023)
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  • 78
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (13 hr., 21 min.))
    Edition: Second edition.
    DDC: 005.1/17
    Keywords: Computer software Development ; Software engineering ; Object-oriented methods (Computer science) ; Agile software development ; Computer architecture ; Génie logiciel ; Conception orientée objet (Informatique) ; Méthodes agiles (Développement de logiciels) ; Ordinateurs ; Architecture ; Audiobooks ; Livres audio
    Abstract: Deliver software that does what it's supposed to do! Behavior-Driven Development guides your software projects to success with collaboration, communication techniques, and concrete requirements you can turn into automated tests. In BDD in Action, Second Edition you'll learn how to: Implement and improve BDD practices Prioritize features from business goals Facilitate an example mapping session Write automated acceptance tests Scale up your automated acceptance tests Deliver accurate reporting and documentation Around half of all software projects fail to deliver on requirements. Behavior-Driven Development (BDD) helps make sure that yours isn't one of them. Behavior-Driven Development in Action, Second Edition teaches you how to ensure that everyone involved in a software project--from developers to non-technical stakeholders--are in agreement on goals and objectives. It lays out the communication skills, collaborative practices, and useful automation tools that will let you seamlessly succeed with BDD. Now in its second edition, this revised bestseller has been extensively updated with new techniques for incorporating BDD into large-scale and enterprise development practices such as Agile and DevOps. About the Technology Behavior-Driven Development is a collaborative software design technique that organizes examples of an application's desired behavior into a concrete, testable specification. Because the BDD process gathers input from all areas of an organization, it maximizes the likelihood your software will satisfy both end users and business stakeholders. The established collaboration practices and automation strategies in this book will help you maximize the benefits of BDD for your dev team and your business clients. About the Book In BDD in Action, Second Edition, you'll learn to seamlessly integrate BDD into your existing development process. This thoroughly revised new edition now shows how to integrate BDD with DevOps and large-scale Agile systems. Practical examples introduce cross-functional team communication skills, leading a successful requirements analysis, and how to set up automated acceptance criteria. What's Inside How BDD positively affects teamwork, dynamics, and collaboration with stakeholders Help teams discover and analyze requirements, uncover assumptions, and reduce risks Make acceptance, integration, and unit testing more effective Automate reporting and living documentation to improve transparency About the Reader For all development teams. No experience with BDD required. Examples in Java, JavaScript, and TypeScript can be easily expressed in your chosen language. About the Author John Ferguson Smart is the creator of the Serenity BDD framework and founder of the Serenity Dojo training school. Jan Molak is the author of the Serenity/JS testing framework, Jenkins Build Monitor, and other CD and testing tools. Quotes John and Jan describe valuable techniques with their customary clarity and detail. I found myself nodding along, as well as having a couple of 'Aha!' moments myself. I am delighted that BDD still has this much traction and interest nearly 20 years on, and I am grateful to John and Jan for producing this new edition of such a comprehensive resource. - From the Foreword by Daniel Terhorst-North, practitioner consultant If understanding how your own software should work is ever a hard question, you should read this book. - Kevin Liao, Sotheby's An approachable and accessible introduction. I recommend it to developers who want to quickly adopt BDD for their projects. - Lorenzo De Leon, West Monroe Partners.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 17, 2024)
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  • 79
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 sound file (8 hr., 34 min.))
    Edition: [First edition].
    DDC: 005.13/3
    Keywords: Julia (Computer program language) ; Programming languages (Electronic computers) ; Computer programming ; Julia (Langage de programmation) ; Programmation (Informatique) ; computer programming ; Audiobooks ; Livres audio
    Abstract: Learn the awesome Julia programming language by building fun projects like a rocket launcher, a password keeper, and a battle simulator. Julia as a Second Language covers: Data types like numbers, strings, arrays, and dictionaries Immediate feedback with Julia's read-evaluate-print-loop (REPL) Simplify code interactions with multiple dispatch Sharing code using modules and packages Object-oriented and functional programming styles Julia as a Second Language introduces Julia to readers with a beginning-level knowledge of another language like Python or JavaScript. You'll learn by coding engaging hands-on projects that encourage you to apply what you're learning immediately. Don't be put off by Julia's reputation as a scientific programming language--there's no data science or numerical computing knowledge required. You can get started with what you learned in high school math classes. About the Technology Originally designed for high-performance data science, Julia has become an awesome general purpose programming language. It offers developer-friendly features like garbage collection, dynamic typing, and a flexible approach to concurrency and distributed computing. It is the perfect mix of simplicity, flexibility and performance. About the Book Julia as a Second Language introduces Julia by building on your existing programming knowledge. You'll see Julia in action as you create a series of interesting projects that guide you from Julia's basic syntax through its advanced features. Master types and data structures as you model a rocket launch. Use dictionaries to interpret Roman numerals. Use Julia's unique multiple dispatch feature to send knights and archers into a simulated battle. Along the way, you'll even compare the object-oriented and functional programming styles-Julia supports both! What's Inside Data types like numbers, strings, arrays, and dictionaries Immediate feedback with Julia's read-evaluate-print-loop (REPL) Simplify code interactions with multiple dispatch Share code using modules and packages About the Reader For readers comfortable with another programming language like Python, JavaScript, or C#. About the Author Erik Engheim is a writer, conference speaker, video course author, and software developer. Quotes Helped kickstart my use of Julia for serious projects. It's a solid review of the core language features that doesn't get bogged down on programming fundamentals you already know. - Jonathan Owens, GE Global Research Everything you need to learn Julia. - Amanda Debler, Schaeffler Technologies Julia for seasoned programmers. - Kevin Cheung, Carleton University Perfect for anyone who needs to learn Julia but doesn't know where to start. - Simone Sguazza, University of Applied Sciences and Arts of Southern Switzerland.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 17, 2024)
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 3 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 4: Dynamic Routing and First-Hop Redundancy Protocols is the fourth part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (10 hr., 47 min.)) , sound, color.
    Edition: [First edition].
    DDC: 005.7/2
    Keywords: Web site development ; HTML (Document markup language) ; Cascading style sheets ; JavaScript (Computer program language) ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Are you interested in learning the skills and tools required to create modern, interactive, and responsive websites? The Front-End Web Developer Bootcamp is the course for you! In this comprehensive bootcamp, you'll learn HTML, CSS, JavaScript, and React--the building blocks of the web--and gain hands-on experience making dynamic and engaging web pages from scratch. This course is designed for beginners who want to pursue a career in web development or simply want to learn how to create beautiful and functional websites. You'll learn what the different tools can do, and then work on a series of projects so you can practice your new knowledge and skills. By the end of the course, you'll have a portfolio of projects to showcase your skills to potential employers or clients. In this course, you will: Gain in-demand skills Front-end web development is a highly sought-after skill in today's job market. By mastering HTML, CSS, JavaScript, and React, you'll be well-positioned to land a job in a rapidly growing field. Learn from expert instructors Our experienced instructors have years of experience in the field and are passionate about sharing their knowledge with you. They created this course to help you progress at your own pace and achieve your goals. Practice with hands-on learning The best way to learn front-end web development is through hands-on experience. This course emphasizes practical projects that simulate real-world scenarios. You'll come away with a solid understanding of the tools and techniques used by professional web developers. Build a portfolio As you complete projects throughout the course, you'll build a portfolio of work that showcases your skills to potential employers or clients. This portfolio will demonstrate your ability to create responsive and engaging websites, which is essential in today's job market.
    Note: Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (8 hr., 3 min.)) , sound, color.
    Edition: Video edition.
    DDC: 621.39
    Keywords: Computer engineering Experiments ; Computer engineering Handbooks, manuals, etc ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: "Optimize the performance of your systems with practical experiments used by engineers in the world's most competitive industries. In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to: Design, run, and analyze an A/B test Break the ""feedback loops"" caused by periodic retraining of ML models Increase experimentation rate with multi-armed bandits Tune multiple parameters experimentally with Bayesian optimization Clearly define business metrics used for decision-making Identify and avoid the common pitfalls of experimentation Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of techniques for evaluating new features and fine-tuning parameters. You'll start with a deep dive into methods like A/B testing, and then graduate to advanced techniques used to measure performance in industries such as finance and social media. Learn how to evaluate the changes you make to your system and ensure that your testing doesn't undermine revenue or other business metrics. By the time you're done, you'll be able to seamlessly deploy experiments in production while avoiding common pitfalls. About the Technology Does my software really work? Did my changes make things better or worse? Should I trade features for performance? Experimentation is the only way to answer questions like these. This unique book reveals sophisticated experimentation practices developed and proven in the world's most competitive industries that will help you enhance machine learning systems, software applications, and quantitative trading solutions. About the Book Experimentation for Engineers: From A/B testing to Bayesian optimization delivers a toolbox of processes for optimizing software systems. You'll start by learning the limits of A/B testing, and then graduate to advanced experimentation strategies that take advantage of machine learning and probabilistic methods. The skills you'll master in this practical guide will help you minimize the costs of experimentation and quickly reveal which approaches and features deliver the best business results. What's Inside Design, run, and analyze an A/B test Break the "feedback loops" caused by periodic retraining of ML models Increase experimentation rate with multi-armed bandits Tune multiple parameters experimentally with Bayesian optimization About the Reader For ML and software engineers looking to extract the most value from their systems. Examples in Python and NumPy. About the Author David Sweet has worked as a quantitative trader at GETCO and a machine learning engineer at Instagram. He teaches in the AI and Data Science master's programs at Yeshiva University. Quotes Putting an 'improved' version of a system into production can be really risky. This book focuses you on what is important! - Simone Sguazza, University of Applied Sciences and Arts of Southern Switzerland A must-have for anyone setting up experiments, from A/B tests to contextual bandits and Bayesian optimization. - Maxim Volgin, KLM Shows a non-mathematical programmer exactly what they need to write powerful mathematically-based testing algorithms. - Patrick Goetz, The University of Texas at Austin Gives you the tools you need to get the most out of your experiments. - Marc-Anthony Taylor, Raiffeisen Bank International".
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 83
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 8 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 3: Layer 2 Concepts is the third part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 84
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (6 hr., 10 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 1: Network Fundamentals is the first part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 85
    Language: English
    Pages: 1 online resource (1 video file (20 hr., 16 min.)) , sound, color.
    Edition: [Video edition].
    DDC: 004.67/82
    Keywords: Kubernetes ; Cloud computing ; Infonuagique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Learn multicloud deployment on Anthos directly from the Google development team! Anthos delivers a consistent management platform for deploying and operating Linux and Windows applications anywhere--multi-cloud, edge, on-prem, bare metal, or VMware. In Google Anthos in Action you will learn: How Anthos reduces your dependencies and stack-bloat Running applications across multiple clouds and platforms Handling different workloads and data Adding automation to speed up code delivery Modernizing infrastructure with microservices and Service Mesh Policy management for enterprises Security and observability at scale Google Anthos in Action demystifies Anthos with practical examples of Anthos at work and invaluable insights from the Google team that built it. You'll learn how to use this modern, Kubernetes-based cloud platform to balance costs, automate security, and run your software literally anywhere. The book is full of Google-tested patterns that will boost efficiency across the development lifecycle. It's an absolutely essential guide for anyone working with Anthos, or delivering software in a cloud-centric world. About the Technology The operations nightmare: modern applications run on-prem, in the cloud, at the edge, on bare metal, in containers, over VMs, in any combination. And you're expected to handle the rollouts, dataOps, security, performance, scaling, backup, and whatever else comes your way. Google Anthos feels your pain. This Kubernetes-based system simplifies hybrid and multicloud operations, providing a single platform for deploying and managing your applications, wherever they live. About the Book Google Anthos in Action introduces Anthos and shows you how it can simplify operations for hybrid cloud systems. Written by 17 Googlers, it lays out everything you can do with Anthos, from Kubernetes deployments to AI models and edge computing. Each fully illustrated chapter opens up a different Anthos feature, with exercises and examples so you can see Anthos in action. You'll appreciate the valuable mix of perspectives and insight this awesome team of authors delivers. What's Inside Reduce dependencies and stack-bloat Run applications across multiple clouds and platforms Speed up code delivery with automation Policy management for enterprises Security and observability at scale About the Reader For software and cloud engineers with experience using Kubernetes. About the Author Google Anthos in Action is written by a team of 17 Googlers involved with Anthos development, and Google Cloud Certified Fellows assisting customers in the field. Quotes Your guide into the world of multicloud at scale. A great read whether you are just starting out or a seasoned veteran. - Glen Yu, PwC Canada Great book for engineers who want to learn Anthos. - Bhagvan Kommadi, Quantica Computacao Google Anthos can be intimidating. This book is an essential guide to using and understanding it. - Jose San Leandro, ioBuilders Complete, easy to understand, with simple explanations, useful diagrams, and real-world examples. I recommend it. - Rambabu Posa, Sai AAshika Consultancy.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 27, 2024)
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  • 86
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (11 hr., 25 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.2/76
    Keywords: Microsoft .NET Framework ; Application software Development ; Logiciels d'application ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Build cross-platform apps with .NET MAUI! This exciting new technology helps you create mobile and desktop apps using a common set of .NET tools. In .NET MAUI in Action you will learn how to: Set up your environment for cross-platform development Write an interactive UI in XAML using out-of-the-box controls Apply the MVVM pattern to build maintainable code Extend your control library with custom controls Structure your app using common navigation paradigms Use common device features like GPS Use DevOps tools to automate deployment and testing .NET MAUI in Action shows you how you can use the cutting-edge MAUI framework to write apps that will run on Windows, Android, macOS, and iOS platforms using your existing .NET development skills. This book reveals essential MAUI development techniques through hands-on example applications in every chapter. You'll learn cross-platform development quickly as you start building your own rich apps, from to-do list apps, to a movie recommender app, and eventually a full-stack solution using enterprise architecture patterns. You'll also learn how to use GitHub Actions to deploy robust, testable, and maintainable apps; and how to deliver a consistent look and feel across platforms. Throughout, you'll use the built-in controls of .NET MAUI and learn how to develop your own custom solutions. About the Technology Write your app once and deploy it on mobile, desktop, web, and cloud with .NET MAUI. This powerful multi-platform App UI framework saves time and money by eliminating tedious platform-specific rewrites. You just define your project in straightforward XAML markup and C#, and MAUI generates the native applications for iOS, Android, Windows, and macOS. About the Book .NET MAUI in Action teaches you how to build cross-platform applications using the .NET MAUI framework. You'll explore compelling examples while you work your way up from "Aloha World" to a full-stack enterprise solution. Along the way, you'll master the MVVM pattern and other essentials of mobile UI development. This practical book is perfect for .NET developers who have never created mobile apps. What's Inside Write interactive UIs in XAML using out-of-the-box controls Extend your control library with custom controls Use common device features like GPS Automate deployment and testing About the Reader For experienced .NET developers. No iOS or Android experience required. About the Author Matt Goldman is a Solution Architect at SSW, a regular speaker at user groups and conferences, and maintains open source libraries for use in .NET MAUI apps. Quotes This book stands apart by boldly exploring critical enterprise application development principles. It empowers readers to be self-sufficient by emphasizing best practices and offering practical tips that equip them to improve as cross-platform developers. - From the Foreword by Kym Phillpotts, Microsoft Does not get any better than Matt Goldman! His real-world scenarios set you up for success. - Sam Basu, Progress A gold mine, full of valuable information and examples! - Aleksander Rokic, ObjectEasy The section on upgrading a Xamarin.Forms app to .NET MAUI is worth the price of the book! - Mario Solomou, Appoint.AI.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 5, 2024)
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  • 87
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 audio file)
    Edition: Second edition.
    DDC: 025.04252
    Keywords: Search engines Programming ; Application software Development ; Querying (Computer science) ; Moteurs de recherche ; Programmation ; Logiciels d'application ; Développement ; Bases de données ; Interrogation ; online searching ; Audiobooks ; Livres audio
    Abstract: Build powerful, production-ready search applications using the incredible features of Elasticsearch. In Elasticsearch in Action, Second Edition you will discover: Architecture, concepts, and fundamentals of Elasticsearch Installing, configuring, and running Elasticsearch and Kibana Creating an index with custom settings Data types, mapping fundamentals, and templates Fundamentals of text analysis and working with text analyzers Indexing, deleting, and updating documents Indexing data in bulk, and reindexing and aliasing operations Learning search concepts, relevancy scores, and similarity algorithms Elasticsearch in Action, Second Edition teaches you to build scalable search applications using Elasticsearch. This completely new edition explores Elasticsearch fundamentals from the ground up. You'll deep dive into design principles, search architectures, and Elasticsearch's essential APIs. Every chapter is clearly illustrated with diagrams and hands-on examples. You'll even explore real-world use cases for full text search, data visualizations, and machine learning. Plus, its comprehensive nature means you'll keep coming back to the book as a handy reference! About the Technology Create fully professional-grade search engines with Elasticsearch and Kibana! Rewritten for the latest version of Elasticsearch, this practical book explores Elasticsearch's high-level architecture, reveals infrastructure patterns, and walks through the search and analytics capabilities of numerous Elasticsearch APIs. About the Book Elasticsearch in Action, Second Edition teaches you how to add modern search features to websites and applications using Elasticsearch 8. In it, you'll quickly progress from the basics of installation and configuring clusters, to indexing documents, advanced aggregations, and putting your servers into production. You'll especially appreciate the mix of technical detail with techniques for designing great search experiences. What's Inside Understanding search architecture Full text and term-level search queries Analytics and aggregations High-level visualizations in Kibana Configure, scale, and tune clusters About the Reader For application developers comfortable with scripting and command-line applications. About the Author Madhusudhan Konda is a full-stack lead engineer, architect, mentor, and conference speaker. He delivers live online training on Elasticsearch and the Elastic Stack. Quotes Madhu's passion comes across in the depth and breadth of this book, the enthusiastic tone, and the hands-on examples. I hope you will take what you have read and put it 'in action'. - From the Foreword by Shay Banon, Founder of Elasticsearch Practical and well-written. A great starting point for beginners and a comprehensive guide for more experienced professionals. - Simona Russo, Serendipity The author's excitement is evident from the first few paragraphs. Couple that with extensive experience and technical prowess, and you have an instant classic. - Herodotos Koukkides and Semi Koen, Global Japanese Financial Institution.
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  • 88
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (7 hr., 33 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.3
    Keywords: Kubernetes ; Application software Study guides Development ; Examinations ; Logiciels d'application ; Développement ; Examens ; Guides de l'étudiant ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Becoming a Kubernetes administrator is a big accomplishment--and passing the Certified Kubernetes Administrator (CKA) exam can be a big boost to your career! Learn the hands on skills you need to ace the exam with clear teaching and hands-on exercises that match the unique CKA test environment. In Acing the Certified Kubernetes Administrator Exam you'll learn how to: Administer an application running on Kubernetes Troubleshoot errors inside a Kubernetes cluster Authenticate users and machines to the Kubernetes API Create persistent storage in Kubernetes Add additional functionality to an existing Kubernetes cluster Acing the Certified Kubernetes Administrator Exam is your fast-track to becoming a Certified Kubernetes Administrator! Your expert exam tutor is Chad Crowell, whose courses have helped thousands of developers to understand Kubernetes and earn the coveted CKA certification. If you're familiar with Kubernetes, this book will ensure you're ready to pass in just one month of study. If you're brand new, this is the perfect primer to get started on your Kubernetes journey. Go hands-on with all the exam objectives, including deploying containerized applications to Kubernetes, accessing an application from an ingress resource, and backup and restore. Plus, essential exam tips and exercises help you work out your mental muscle memory. About the Technology The Certified Kubernetes Administrator (CKA) exam proves to your next employer that you can set up and manage Kubernetes clusters. In this rigorous test offered by the Linux Foundation, you'll configure and manage production-grade clusters hands-on as a proctor watches. Simply put, if you aren't ready, you won't pass. About the Book Acing the Certified Kubernetes Administrator Exam teaches every skill you need to pass the CKA. You can't "hack" this exam by learning a few test-taking tricks. Instead, you'll master vital techniques like load balancing and networking with carefully designed exercises that you practice using the CKA's command-line interface. With this book, you'll be confident and ready for exam day. What's Inside Administer an application on Kubernetes Troubleshoot errors in a Kubernetes cluster Authenticate users and machines Create persistent storage About the Reader For readers who know the basics of containers and Linux admin. No Kubernetes experience required. About the Author Chad M. Crowell is the author of dozens of courses on Kubernetes and DevOps with Pluralsight and INE. Chad is also a Microsoft Certified Trainer (MCT). Quotes As someone who helped establish the CKA, I'm impressed! Great explanations, great visuals, and excellent hands-on exercises. That's what counts to pass the CKA exam! - Michael Hausenblas, AWS Solution Engineering Lead and CNCF Ambassador An invaluable resource. All exam topics are covered in detail and clearly explained. - Rob Pacheco, Forward Financing I just passed CKA. Do you need a better recommendation? - David Moravec, Y Soft An absolute marvel. It's clear, instructive, and hands-on. Highly recommended! - Giang Ch©Øu, AppHub.
    Note: Online resource; title from title details screen (O'Reilly, viewed March 4, 2024)
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  • 89
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (12 hr., 21 min.)) , sound, color.
    Edition: Video edition.
    DDC: 658.4/038
    Keywords: Information technology Management ; Strategic planning ; Chief information officers ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: An effective Chief Technology Officer shapes almost every aspect of a modern business. This book shares the experience and advice of veteran CTOs and industry experts for handling IT crises, leading tech teams, and creating an inspiring vision for your company. In Think Like a CTO you will learn: Effective interaction and relationship-building with other C-level executives Creating long term visions and executing on short term goals Interviewing, hiring, and terminating team members Negotiating salaries and managing promotions Architecting future-proofed systems Handling security breaches and ransomware attacks Putting together budgets and working with your CFO Identifying and managing outsourced vendor opportunities Managing and communicating bad news by leading with data, not passion Being the kind of leader that employees want to follow and emulate Becoming a CTO is an incredible accomplishment. It's also one of the hardest transitions a technologist can make. This high-power and high-pressure role demands skills that are rarely developed as a software engineer. Think Like a CTO shines a light on all the areas an aspiring CTO needs to master to succeed. You'll learn how to build incredible working relationships with the rest of the C-suite, transform a company with private equity, and recruit and manage your development team. With this book as your guide, you'll quickly become a trusted leader figure with an inspiring vision for your company. About the Technology The Chief Technology Officer balances business needs with the constantly evolving world of technology. Think Like a CTO helps you develop the skills and mindset you need to take on this critical role and emerge as a successful leader. Packed with insights from industry experts and veteran CTOs, this book shares practical strategies for navigating the high-stakes world of technology leadership. About the Book Think Like a CTO shares hard-won lessons on how to thrive in the fast-paced role of Chief Technology Officer. Inside, you'll learn to establish successful technology platforms and teams, with practical frameworks for software selection and implementation, bias-free interviews and performance reviews, and earning your place at the table with other senior leaders. You'll appreciate the no-nonsense advice, insights, and war stories from CTO mentor Alan Williamson. What's Inside Building productive relationships with other C-level executives Negotiating salaries and managing promotions Architecting future-proof systems Handling security breaches and ransomware attacks About the Reader For technology leaders working in or aspiring towards a CTO role. About the Author Alan Williamson has advised numerous CTOs who were catapulted into the big leagues by private equity investment, acquisition, and rapid growth. Quotes Comprehensive and insightful views on becoming, and thriving as, a technology executive. Alan provides remarkable solutions to challenges every tech leader faces. - From the Foreword by Ankit Mathur, Co-Founder, Roundtrip Health and Founder, Press Play Technologies Interesting and very useful. I could have used this as I moved into CTO roles early in my career. - Jothy Rosenberg, Dover Microsystems An awesome collection of strategies and real-life stories! Every paragraph describes a situation many of us have experienced or an actionable step to deal with it. - Matt Ferderer, Mighty Gnomes.
    Note: Reader unidentified. - Online resource; title from title details screen (O'Reilly, viewed June 13, 2023)
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  • 90
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (13 hr., 14 min.)) , sound, color.
    Edition: Third edition.
    DDC: 006.7/8
    Keywords: Amazon Web Services (Firm) ; Amazon.com (Firm) ; Web services ; Cloud computing ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video. Master essential best practices for deploying and managing applications on Amazon Web Services. This revised bestseller is packed with techniques for building highly available and scalable architectures and automating deployment with Infrastructure as Code. Leverage globally distributed data centers to launch virtual machines with EC2 Store and archive large volumes of data with EBS, S3, and EFS Persist and query data with highly available and scalable database systems with RDS and DynamoDB Enhance performance with caching data in-memory with ElastiCache and MemoryDB Use Infrastructure as Code to automate your cloud infrastructure Secure workloads running in the cloud with VPC and IAM Build fault-tolerant web applications with ALB and SQS Automate common sysadmin tasks with Lambda, CLI, and SDK Build cloud-native applications based on containers with AppRunner, ECS, Fargate Thousands of developers have chosen Amazon Web Services in Action: An in-depth guide to AWS to help them succeed with the AWS cloud. Readers love this all-practical handbook for its complete introduction to computing, storage, and networking, along with best practices for all core AWS services. This revised third edition features new chapters on containerization, along with a variety of AWS innovations. You'll also learn how automating your infrastructure with IAC is a game changer for your cloud deployment, delivering a massive boost to efficiency and quality. About the Technology Amazon Web Services, the leading cloud computing platform, offers customers APIs for on-demand access to computing services. Rich in examples and best practices of how to use AWS, this Manning bestseller is now released in its third, revised, and improved edition. About the Book In Amazon Web Services in Action, Third Edition: An in-depth guide to AWS , the Wittig brothers give you a comprehensive, practical introduction to deploying and managing applications on the AWS cloud platform. With a sharp focus on the most important AWS tasks and services, they will save you hours of unproductive time. You'll learn hands-on as you complete real-world projects like hosting a WordPress site, setting up a private cloud, and deploying an app on containers. What's Inside Leverage globally distributed data centers to launch virtual machines Enhance performance with caching data in-memory Secure workloads running in the cloud with VPC and IAM Build fault-tolerant web applications with ALB and SQS About the Reader Written for mid-level developers, DevOps or platform engineers, architects, and system administrators. About the Author Andreas Wittig and Michael Wittig are software engineers and consultants focused on AWS. Together, they migrated the first bank in Germany to AWS in 2013. Quotes Up-to-date coverage. Code examples and configurations are all excellent. Even containerization is very well explained. This is the bible for Amazon Web Services. - Mohammad Shahnawaz Akhter, Bank of America It has never been so easy to learn AWS. - Jorge Ezequiel Bo, TravelX Essential for those who decide to embark on the Amazon cloud journey. - Matteo Rossi, UnipolSai Assicurazioni A complete introduction to the most important AWS Services with very useful practical examples. - Matteo Battista, GamePix.
    Note: Online resource; title from title details screen (O'Reilly, viewed August 14, 2023)
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  • 91
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (7 hr.)) , sound, color.
    Edition: Video edition.
    DDC: 658/.05
    Keywords: Business Data processing ; Data protection ; Big data ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Do you know what happens to your personal data when you are browsing, buying, or using apps? Discover how your data is harvested and exploited, and what you can do to access, delete, and monetize it. Data for All empowers everyone--from tech experts to the general public--to control how third parties use personal data. Read this eye-opening book to learn: The types of data you generate with every action, every day Where your data is stored, who controls it, and how much money they make from it How you can manage access and monetization of your own data Restricting data access to only companies and organizations you want to support The history of how we think about data, and why that is changing The new data ecosystem being built right now for your benefit The data you generate every day is the lifeblood of many large companies--and they make billions of dollars using it. In Data for All, bestselling author John K. Thompson outlines how this one-sided data economy is about to undergo a dramatic change. Thompson pulls back the curtain to reveal the true nature of data ownership, and how you can turn your data from a revenue stream for companies into a financial asset for your benefit. About the Technology Do you know what happens to your personal data when you're browsing and buying? New global laws are turning the tide on companies who make billions from your clicks, searches, and likes. This eye-opening book provides an inspiring vision of how you can take back control of the data you generate every day. About the Book Data for All gives you a step-by-step plan to transform your relationship with data and start earning a "data dividend"--hundreds or thousands of dollars paid out simply for your online activities. You'll learn how to oversee who accesses your data, how much different types of data are worth, and how to keep private details private. What's Inside The types of data you generate with every action, every day How you can manage access and monetization of your own data The history of how we think about data, and why that is changing The new data ecosystem being built right now for your benefit About the Reader For anyone who is curious or concerned about how their data is used. No technical knowledge required. About the Author John K. Thompson is an international technology executive with over 37 years of experience in the fields of data, advanced analytics, and artificial intelligence. Quotes An honest, direct, pull-no-punches source on one of the most important personal issues of our time....I changed some of my own behaviors after reading the book, and I suggest you do so as well. You have more to lose than you may think. - From the Foreword by Thomas H. Davenport, author of Competing on Analytics and The AI Advantage A must-read for anyone interested in the future of data. It helped me understand the reasons behind the current data ecosystem and the laws that are shaping its future. A great resource for both professionals and individuals. I highly recommend it. - Ravit Jain, Founder & Host of The Ravit Show, Data Science Evangelist.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 92
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (11 hr., 6 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3/1
    Keywords: Machine learning ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Ensemble machine learning combines the power of multiple machine learning approaches, working together to deliver models that are highly performant and highly accurate. Inside Ensemble Methods for Machine Learning you will find: Methods for classification, regression, and recommendations Sophisticated off-the-shelf ensemble implementations Random forests, boosting, and gradient boosting Feature engineering and ensemble diversity Interpretability and explainability for ensemble methods Ensemble machine learning trains a diverse group of machine learning models to work together, aggregating their output to deliver richer results than a single model. Now in Ensemble Methods for Machine Learning you'll discover core ensemble methods that have proven records in both data science competitions and real-world applications. Hands-on case studies show you how each algorithm works in production. By the time you're done, you'll know the benefits, limitations, and practical methods of applying ensemble machine learning to real-world data, and be ready to build more explainable ML systems. About the Technology Automatically compare, contrast, and blend the output from multiple models to squeeze the best results from your data. Ensemble machine learning applies a "wisdom of crowds" method that dodges the inaccuracies and limitations of a single model. By basing responses on multiple perspectives, this innovative approach can deliver robust predictions even without massive datasets. About the Book Ensemble Methods for Machine Learning teaches you practical techniques for applying multiple ML approaches simultaneously. Each chapter contains a unique case study that demonstrates a fully functional ensemble method, with examples including medical diagnosis, sentiment analysis, handwriting classification, and more. There's no complex math or theory--you'll learn in a visuals-first manner, with ample code for easy experimentation! What's Inside Bagging, boosting, and gradient boosting Methods for classification, regression, and retrieval Interpretability and explainability for ensemble methods Feature engineering and ensemble diversity About the Reader For Python programmers with machine learning experience. About the Author Gautam Kunapuli has over 15 years of experience in academia and the machine learning industry. Quotes An excellent guide to ensemble learning with concepts, code, and examples. - Peter V. Henstock, Machine Learning and AI Lead, Pfizer Inc.; Advanced AI/ML Lecturer, Harvard Extension School Extremely valuable for more complex scenarios that single models aren't able to accurately capture. - McHughson Chambers, Roy Hobbs Diamond Enterprise Ensemble methods are a valuable tool. I can aggregate the strengths from multiple methods while mitigating their individual weaknesses and increasing model performance. - Noah Flynn, Amazon Step by step and with clear descriptions. Very understandable. - Oliver Korten, ORONTEC.
    Note: Online resource; title from title details screen (O'Reilly, viewed Decenber 19, 2023)
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  • 93
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    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (3 hr., 42 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3
    Keywords: Regular expressions (Computer science) ; Artificial intelligence Computer programs ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Learn how AI-assisted coding using ChatGPT and GitHub Copilot can dramatically increase your productivity (and fun) writing regular expressions and other programs. Regular Expression Puzzles and AI Coding Assistants is the story of two competitors. On one side is David Mertz, an expert programmer and the author of the Web's most popular Regex tutorial. On the other are the AI powerhouse coding assistants, GitHub Copilot and OpenAI ChatGPT. Here's how the contest works: David invents 24 Regex problems he calls puzzles and shows you how to tackle each one. When he's done, he has Copilot and ChatGPT work the same puzzles. What they produce intrigues him. Which side is likelier to get it right? Which will write simple and elegant code? Which makes smarter use of lesser known Regex library features? Read the book to find out. David also offers AI best practices, showing how smart prompts return better results. By the end, you'll be a master at solving your own Regex puzzles, whether you use AI or not. About the Technology Groundbreaking large language model research from OpenAI, Google, Amazon, and others have transformed expectations of machine-generated software. But how do these AI assistants, like ChatGPT and GitHub Copilot, measure up against regular expressions--a workhorse technology for developers used to describe, find, and manipulate patterns in text. Regular expressions are compact, complex, and subtle. Will AI assistants handle the challenge? About the Book Regular Expression Puzzles and AI Coding Assistants is the perfect starting point for programmers of any experience level who want to understand the capabilities--and the limitations--of these exciting new tools. Author David Mertz presents 24 challenging regex puzzles, their traditional human-made solutions, and the fascinating answers given by popular AI assistants. Alongside these eye-opening puzzles you'll learn how to write prompts, integrate AI-generated coding suggestions, and interact with the assistant to get the results you want. By the end of the book, you'll have a clear understanding of where AI assistants can reliably write code for you and where you'll still need a human touch. Plus, you'll learn a lot about regular expressions! About the Reader Code examples use simple Python and Regular Expressions. No experience with AI coding tools required. About the Author David Mertz is the founder of KDM Training and an acclaimed contributor to the Python community. He is also the author of The Puzzling Quirks of Regular Expressions, Cleaning Data for Effective Data Science: Doing the Other 80% of the Work, and other books. Quotes AI coding assistants are here, and they're transforming how programming is and will be done. If you know regular expressions, pick up this book and learn all about AI coding assistants. If you don't know regular expressions, well, pick it up anyway and experience how you learn with AI coding assistants. - Dr. Daniel Zingaro University of Toronto, author of Algorithmic Thinking How these tools can be both so very amazing in what they produce, and simultaneously so utterly doltish in their numerous failures, is the main thing this book tries to understand. For reasons I attempt to elucidate throughout, of all the domains of computer programming, games with regular expressions are particularly well suited for getting a grasp on the peculiar behaviors of AI. - From the Preface I am a strong believer in Augmented Intelligence and welcome tools such as ChatGPT & Co-Pilot. To take meaningful steps toward Augmented Intelligence, we will need to understand both Humans' and Machines' strengths and weaknesses. This is where David's book comes in. Through the puzzles, David was able to show it well. Strongly recommended for anyone who is looking to use Artificial Intelligence for their business, to tap into its strength and prepare for potential risks. - Koo Ping Shung, Data Science Rex.
    Note: Narrator not identified. - Online resource; title from title details screen (O'Reilly, viewed May 23, 2023)
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  • 94
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (4 hr., 59 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 8: Wireless LANs and Network Automation is the eighth and final part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 95
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 18 min.)) , sound, color.
    Edition: [First edition].
    DDC: 004.6076
    Keywords: Cisco Systems, Inc ; Computer networks Study guides Examinations ; Electronic data processing personnel Certification ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: The Cisco Certified Network Associate or CCNA exam validates your knowledge of fundamental networking concepts, and can help build your IT resume. Part 6: Network Services is the sixth part of the eight-part CCNA course. The course starts with the basics and guides you through the six domains of the CCNA exam: Network Fundamentals Network Access IP Connectivity IP Services Security Fundamentals Automation and Programmability Each lesson builds on the previous parts, guiding you seamlessly through all the topics you need to know to pass the CCNA exam. You'll also get these additional resources to ensure your success: Flashcard decks to help you remember what you have studied in each video Lesson slides in .PDF format to review after watching each video lesson Practical network simulation exercises using Cisco Packet Tracer to give you hands-on practice to develop your networking skills This course has already helped many students all over the world to pass the CCNA exam, and you can be the next one. The course teaches you not only what you need to know to pass the exam, but also fundamental networking knowledge that applies to all areas of IT.
    Note: Online resource; title from title details screen (O'Reilly, viewed April 24, 2023)
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  • 96
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (8 hr., 53 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer programming ; Instructional films ; Nonfiction films ; Internet videos
    Abstract: Master Python techniques and libraries to reduce run times, efficiently handle huge datasets, and optimize execution for complex machine learning applications. Fast Python is a toolbox of techniques for high performance Python including: Writing efficient pure-Python code Optimizing the NumPy and pandas libraries Rewriting critical code in Cython Designing persistent data structures Tailoring code for different architectures Implementing Python GPU computing Fast Python is your guide to optimizing every part of your Python-based data analysis process, from the pure Python code you write to managing the resources of modern hardware and GPUs. You'll learn to rewrite inefficient data structures, improve underperforming code with multithreading, and simplify your datasets without sacrificing accuracy. Written for experienced practitioners, this book dives right into practical solutions for improving computation and storage efficiency. You'll experiment with fun and interesting examples such as rewriting games in Cython and implementing a MapReduce framework from scratch. Finally, you'll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made counterintuitive ideas the most efficient way of working. About the Technology Face it. Slow code will kill a big data project. Fast pure-Python code, optimized libraries, and fully utilized multiprocessor hardware are the price of entry for machine learning and large-scale data analysis. What you need are reliable solutions that respond faster to computing requirements while using less resources, and saving money. About the Book Fast Python is a toolbox of techniques for speeding up Python, with an emphasis on big data applications. Following the clear examples and precisely articulated details, you'll learn how to use common libraries like NumPy and pandas in more performant ways and transform data for efficient storage and I/O. More importantly, Fast Python takes a holistic approach to performance, so you'll see how to optimize the whole system, from code to architecture_._ What's Inside Rewriting critical code in Cython Designing persistent data structures Tailoring code for different architectures Implementing Python GPU computing About the Reader For intermediate Python programmers familiar with the basics of concurrency. About the Author Tiago Antao is one of the co-authors of Biopython, a major bioinformatics package written in Python. Quotes A great resource for learning how to create performant Python code. - Or Golan, Qedma Quantum Computing If you think Python is too slow, this book is for you! Parallelization. Vectorization. Using Cython and Numba to compile to C. Putting code onto a GPU to massively parallelize it. Buy a copy for every data scientist in your org. - James Liu, Mediaocean The time you invest reading this book will be repaid multifold in your project's design and the performance you'll gain. - Ruud Gijsen, Simbeyond.
    Note: Online resource; title from title details screen (O'Reilly, viewed November 15, 2023)
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  • 97
    ISBN: 9781803235851
    Language: English
    Pages: 1 online resource (1 volume) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 006.6/9
    Keywords: Blender (Computer file) ; Three-dimensional display systems ; Computer graphics ; Electronic books
    Abstract: Blender is a powerful tool for creating all kinds of visual assets, but with such power comes complexity. Creating a photorealistic 3D scene seems like a Herculean task for more than 90% of 3D designers, but don't be discouraged! 3D Environment Design with Blender will get you up and running. This practical guide helps reduce the complexity of 3D environment design, advance your Blender skills, and produce lifelike scenes and animations in a time-efficient manner. You'll start by learning how to fix the most common mistakes 3D designers make with modeling and scale matching that stop them from achieving photorealism. Next, you'll understand the basics of realistic texturing, efficient unwrapping and achieving photorealistic lighting by turning an actual reference of a wood cabin into a realistic 3D scene. These skills will be used and expanded as you build a realistic 3D environment with natural assets and materials that you'll create from scratch. Once you've developed your natural environment, you'll advance to creating realistic render shots by applying cool camera features, and compositing tricks that will make your final render look photorealistic and pleasing to the eye. By the end of this book, you'll be able to implement modeling tricks and best practices to make your 3D environments look stunningly lifelike.
    Note: Includes index. - Description based on print version record
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  • 98
    ISBN: 9781804613788 , 1804613789 , 9781804610541
    Language: English
    Pages: 1 online resource (398 pages) , illustrations
    Parallel Title: Erscheint auch als
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Machine learning ; Computer programming ; Python (Langage de programmation) ; Apprentissage automatique ; Programmation (Informatique) ; computer programming
    Abstract: Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labeling Key Features Generate labels for regression in scenarios with limited training data Apply generative AI and large language models (LLMs) to explore and label text data Leverage Python libraries for image, video, and audio data analysis and data labeling Purchase of the print or Kindle book includes a free PDF eBook Book Description Data labeling is the invisible hand that guides the power of artificial intelligence and machine learning. In today's data-driven world, mastering data labeling is not just an advantage, it's a necessity. Data Labeling in Machine Learning with Python empowers you to unearth value from raw data, create intelligent systems, and influence the course of technological evolution. With this book, you'll discover the art of employing summary statistics, weak supervision, programmatic rules, and heuristics to assign labels to unlabeled training data programmatically. As you progress, you'll be able to enhance your datasets by mastering the intricacies of semi-supervised learning and data augmentation. Venturing further into the data landscape, you'll immerse yourself in the annotation of image, video, and audio data, harnessing the power of Python libraries such as seaborn, matplotlib, cv2, librosa, openai, and langchain. With hands-on guidance and practical examples, you'll gain proficiency in annotating diverse data types effectively. By the end of this book, you'll have the practical expertise to programmatically label diverse data types and enhance datasets, unlocking the full potential of your data. What you will learn Excel in exploratory data analysis (EDA) for tabular, text, audio, video, and image data Understand how to use Python libraries to apply rules to label raw data Discover data augmentation techniques for adding classification labels Leverage K-means clustering to classify unsupervised data Explore how hybrid supervised learning is applied to add labels for classification Master text data classification with generative AI Detect objects and classify images with OpenCV and YOLO Uncover a range of techniques and resources for data annotation Who this book is for This book is for machine learning engineers, data scientists, and data engineers who want to learn data labeling methods and algorithms for model training. Data enthusiasts and Python developers will be able to use this book to learn data exploration and annotation using Python libraries. Basic Python knowledge is beneficial but not necessary to get started.
    Note: Includes index
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  • 99
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 video file (13 hr., 37 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.1/17
    Keywords: Computer software Development ; Software engineering ; Object-oriented methods (Computer science) ; Agile software development ; Computer architecture ; Génie logiciel ; Conception orientée objet (Informatique) ; Méthodes agiles (Développement de logiciels) ; Ordinateurs ; Architecture ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Deliver software that does what it's supposed to do! Behavior-Driven Development guides your software projects to success with collaboration, communication techniques, and concrete requirements you can turn into automated tests. In BDD in Action, Second Edition you'll learn how to: Implement and improve BDD practices Prioritize features from business goals Facilitate an example mapping session Write automated acceptance tests Scale up your automated acceptance tests Deliver accurate reporting and documentation Around half of all software projects fail to deliver on requirements. Behavior-Driven Development (BDD) helps make sure that yours isn't one of them. Behavior-Driven Development in Action, Second Edition teaches you how to ensure that everyone involved in a software project--from developers to non-technical stakeholders--are in agreement on goals and objectives. It lays out the communication skills, collaborative practices, and useful automation tools that will let you seamlessly succeed with BDD. Now in its second edition, this revised bestseller has been extensively updated with new techniques for incorporating BDD into large-scale and enterprise development practices such as Agile and DevOps. About the Technology Behavior-Driven Development is a collaborative software design technique that organizes examples of an application's desired behavior into a concrete, testable specification. Because the BDD process gathers input from all areas of an organization, it maximizes the likelihood your software will satisfy both end users and business stakeholders. The established collaboration practices and automation strategies in this book will help you maximize the benefits of BDD for your dev team and your business clients. About the Book In BDD in Action, Second Edition, you'll learn to seamlessly integrate BDD into your existing development process. This thoroughly revised new edition now shows how to integrate BDD with DevOps and large-scale Agile systems. Practical examples introduce cross-functional team communication skills, leading a successful requirements analysis, and how to set up automated acceptance criteria. What's Inside How BDD positively affects teamwork, dynamics, and collaboration with stakeholders Help teams discover and analyze requirements, uncover assumptions, and reduce risks Make acceptance, integration, and unit testing more effective Automate reporting and living documentation to improve transparency About the Reader For all development teams. No experience with BDD required. Examples in Java, JavaScript, and TypeScript can be easily expressed in your chosen language. About the Author John Ferguson Smart is the creator of the Serenity BDD framework and founder of the Serenity Dojo training school. Jan Molak is the author of the Serenity/JS testing framework, Jenkins Build Monitor, and other CD and testing tools. Quotes John and Jan describe valuable techniques with their customary clarity and detail. I found myself nodding along, as well as having a couple of 'Aha!' moments myself. I am delighted that BDD still has this much traction and interest nearly 20 years on, and I am grateful to John and Jan for producing this new edition of such a comprehensive resource. - From the Foreword by Daniel Terhorst-North, practitioner consultant If understanding how your own software should work is ever a hard question, you should read this book. - Kevin Liao, Sotheby's An approachable and accessible introduction. I recommend it to developers who want to quickly adopt BDD for their projects. - Lorenzo De Leon, West Monroe Partners.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 8, 2024)
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  • 100
    Online Resource
    Online Resource
    [Place of publication not identified] : Manning Publications
    Language: English
    Pages: 1 online resource (1 audio file)
    DDC: 005.1
    Keywords: Software engineering ; Computer programming ; Creative ability in technology ; Creative thinking ; Génie logiciel ; Programmation (Informatique) ; Créativité en technologie ; computer programming ; Audiobooks ; Livres audio
    Abstract: Programming is a creative act. These techniques will help you maximize the power of creativity to improve your software and your satisfaction in creating it. Inside The Creative Programmer you'll discover: The seven dimensions of creativity in software engineering The scientific understanding of creativity and how it translates to programming Actionable advice and thinking exercises that will make you a better programmer Innovative communication skills for working more efficiently on a team Creative problem-solving techniques for tackling complex challenges In The Creative Programmer you'll learn the processes and habits of highly creative individuals and discover how you can build creativity into your programming practice. This fascinating new book introduces the seven domains of creative problem solving and teaches practical techniques that apply those principles to software development. Hand-drawn illustrations, reflective thought experiments, and brain-tickling example problems help you get your creative juices flowing--you'll even be able to track your progress against a scientifically validated Creative Programming Problem Solving Test. Before you know it, you'll be thinking up new and novel ways to tackle the big challenges of your projects. About the Technology Like composing music, starting a business, or designing a marketing campaign, programming is a creative activity. And just like technical skills, creativity can be learned and improved with practice! This thought-provoking book details practical methods to turn creativity into more effective problem solving, higher productivity, and better software. About the Book The Creative Programmer explores seven dimensions of creativity in software engineering--technical knowledge, collaboration, constraints, critical thinking, curiosity, a creative state of mind, and creative techniques. As you read, you'll apply insights about creativity from other disciplines to the challenges of software development. Numerous relevant examples and exercises drive each lesson home. You'll especially enjoy the unique Creative Programming Problem Solving Test that helps you assess how creative you've been with a programming task. What's Inside The scientific understanding of creativity and how it translates to programming Advice and exercises that will help you become a creative programmer Innovative communication skills for working more efficiently on a team Creative problem-solving techniques for tackling complex challenges About the Reader For programmers of all skill levels. About the Author Wouter Groeneveld is a software engineer and computer science education researcher at KU Leuven, where he researches the importance of creativity in software engineering. Quotes The Creative Programmer is a fantastic mix of engaging historical anecdotes, practical exercises, and extensive references to papers, books, and essays both in and outside of programming.... My own copy has now been filled with pages of scribbles and notes on which I could immediately apply Wouter's lessons, a sign that his exercises are truly engaging and encouraging! - From the Foreword by Dr. Felienne Hermans, Professor of Computer Science Education, Vrije Universiteit Amsterdam, author of The Programmer's Brain Beautifully written and utterly compelling. I love the research, the insight, and the sheer joy Wouter conveys in his writing. - Daniel Terhorst-North, Dan North & Associates.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 05, 2024)
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