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  • Boston, Mass. :Safari Books Online,  (2,061)
  • [Erscheinungsort nicht ermittelbar] : Packt Publishing  (949)
  • [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.  (664)
  • Sebastopol, CA : O'Reilly  (432)
  • Electronic books ; local  (3,835)
  • Electronic videos  (257)
Datasource
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Language
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Author, Corporation
Publisher
Keywords
Subjects(RVK)
  • 1
    Online Resource
    Online Resource
    Essential Math for AI (2023)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (54 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field. Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more Learn how to adapt mathematical methods to different applications from completely different fields Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions
    Note: Online resource; Title from title page (viewed February 25, 2023) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Alteryx Designer : The Definitive Guide (2023)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098107499 , 1098107497
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.75/65
    Keywords: Database management Software ; Data mining Software ; Electronic books ; local ; Electronic books
    Abstract: Analytics projects are frequently long-drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks. This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease. Ready to work with data quickly and efficiently? This guide gets you started. Learn the fundamentals of cleaning, prepping, and analyzing data with Alteryx Designer Install, navigate, and quickly become competent with the Alteryx Designer layout and functionality Construct accurate, performant, reliable, and well-documented workflows that automate business processes Learn intermediate techniques using spatial analytics, reporting, and in-database tools Dive into advanced Alteryx capabilities, including predictive and machine learning tools Get introduced to the entire Alteryx Analytic Process Automation (APA) Platform
    Note: Online resource; Title from title page (viewed March 25, 2023) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 3
    Online Resource
    Online Resource
    Learn HTML - Master HTML 5 from Scratch with Hands-On Course (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803243382
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Be a part of the beginner-friendly course on HTML. This course is designed for absolute beginners who want to build their webpages with a hands-on approach. About This Video Get access to all the resources such as PPT, images, and coding files such as .html used in this course Learn from compact, high-quality, and engaging content, making the learning phase more enjoyable Study how to create HTML forms, apply HTML graphics using examples, and HTML media in brief In Detail HTML is an acronym that stands for HyperText Markup Language. Markup languages are different from programming languages. Where programming languages help us modify data, we use markup language to determine how elements are displayed on a webpage. HTML has a simple, text-based structure that’s easy for beginners to learn and understand. HTML is used in building the front end of the website. It is referred to as the foundational language of the web and constitutes the basic structure of all modern websites. The course starts with an introduction to the Internet, Domain, IP address, and browsers. After that, you will install Visual Studio Code and get introduced to HTML and its basics. You will look at the various HTML versions and ways of formatting such as style, comments, colors, and more. Next, you will get introduced to class, ID, and layout. Finally, you will learn about forms in HTML, look at HTML graphics, and understand HTML media in detail. By the end of this course, you will have learned the advanced concepts of HTML 5, which will help you beautify websites and gain enough confidence to explore/enter the creative world of User Interface. Who this book is for This course is designed for anyone interested in learning web development and how to create web pages. The beginner- to intermediate-level developers who want to learn and create beautiful websites would also benefit from this course. No prior knowledge of HTML is required. Some basic computer and programming skills are necessary but not mandatory.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 4
    Online Resource
    Online Resource
    Create Your Own VirtualBox Windows Server Lab from Scratch! (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803243337
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to build and work with VMs (Virtual Machines) using VirtualBox running Windows 10 and Windows Server 2016 About This Video Create your own Windows 10 and Server 2016 virtualized lab from scratch Learn to set up a Sandbox virtual testing environment LAN Explore the basics of virtualization along with the setting and features of a VirtualBox In Detail In this course, you will get a step-by-step explanation of how you can use VirtualBox, a free virtualization software platform, to create your own virtualized lab on your home computer that is isolated from your physical network, which is perfect for expanding your knowledge of Windows. We will cover the basics of virtualization, how to install and use VirtualBox, how to create virtual machines, how to Install Windows 10, how to Install Windows Server 2016, how to set up a Sandbox internal test network, Microsoft Active Directory fundamentals, how to install and configure Active Directory, and finally, how to install and configure DHCP in Windows Server 2016. Once you complete this course, you will know exactly how to use VirtualBox to create your own Windows 10 and Server 2016 virtualized lab. Who this book is for This course is designed for aspiring and inexperienced IT professionals. Anyone wanting to expand their knowledge of VirtualBox virtualization or Windows 10 and Windows Server 2016 will benefit from this course.
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 5
    Online Resource
    Online Resource
    Docker, DevOps, and Kubernetes for Absolute Beginner (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231785
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Start your DevOps journey by learning and building containers using Docker, Kubernetes, and DevOps About This Video Learn Docker and orchestration tools such as Docker Swarm and Kubernetes Learn how to build containers using Docker, Kubernetes, and DevOps Get to grips with the fundamentals of containerization tools In Detail Docker is a software platform for building applications based on containers small and lightweight execution environments that make shared use of the operating system kernel but otherwise run-in isolation from one another. Docker packages software into standardized units called containers that have everything the software needs to run including libraries, system tools, code, and runtime. Containers simplify the delivery of distributed applications and have become increasingly popular as organizations shift to cloud-native development and hybrid multi-cloud environments. Today, Docker, and its open-source father now named Moby, is bigger than ever. According to Docker, over 3.5 million applications have been placed in containers using Docker technology and over 37 billion containerized applications have been downloaded. In this course, you will cover an introduction to DevOps; various stages of DevOps; docker architecture; images and containers; introduction to docker file and volume; introduction to orchestration and AWS ECS; introduction to Kubernetes; and lastly introduction to Docker swarm. By the end of this course, you will be able to build containers using Docker, Kubernetes, and DevOps easily. Who this book is for This course is designed for any student who wants to work as a software developer or wants to be a sysadmin or cloud infrastructure engineer. Anyone working as a cloud developer can also benefit from the course. No prior knowledge is required, just the basic understanding of the terminal, and should know the usage of the command line.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 6
    Online Resource
    Online Resource
    Building Cloud Native Applications on Google Cloud (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (450 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Companies looking to move enterprise applications to the cloud are busy weighing several options, such as the use of containers, machine learning, and serverless computing. There’s a better way. Instead of helping you fit your use case to individual technologies, this practical guide explains how to use these technologies to fit your use case. Author Rui Costa, a learning consultant with Google, demonstrates this approach by showing you how to run your application on Google Cloud. Each chapter is dedicated to an area of technology that you need to address when planning and deploying your application. This book starts by presenting a detailed fictional use case, followed by chapters that focus on the building blocks necessary to deploy a secure enterprise application successfully. Build serverless applications with Google Cloud Functions Explore use cases for deploying a real-time messaging service Deploy applications to Google Kubernetes Engine (GKE) Build multiregional GKE clusters Integrate continuous integration and continuous delivery with your application Incorporate Google Cloud APIs, including speech-to-text and data loss prevention Enrich data with Google Cloud Dataflow Secure your application with Google Cloud Identity-Aware Proxy Explore BigQuery and visualization with Looker and BigQuery SDKs
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 7
    Online Resource
    Online Resource
    Infrastructure & Ops Superstream : Observability (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Details
    ISBN: 0636920675648
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 11 min.)
    Edition: 1st edition.
    DDC: 005.8
    Keywords: Electronic videos
    Abstract: Observability-a measure of how well internal states of a system can be inferred from its outputs-is crucial for engineering, managing, and improving complex business-critical systems. Join us to learn how observability can help any software engineering team gain a deeper understanding of system performance, so you can perform ongoing maintenance and ship the features your customers need. About the Infrastructure & Ops Superstream Series: This four-part Superstream series guides you through what you need to know about modernizing your organization's infrastructure and operations, with each event day covering different topics and lasting no more than four hours. They're packed with the expert insights, skills, and tools that will help you effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures-with no interruption to your business. What you'll learn and how you can apply it Gain a deeper understanding of system performance so you can perform ongoing maintenance and ship the features your customers need Understand how to build an observability-driven development practice Discover how your production services are really performing right now This recording of a live event is for you because... You're a developer who wants to learn the basics of observability and how to use it in your system. You want to better understand how observability can be used with data. You want to know what the future holds for observability and infrastructure and operations. Recommended follow-up: Read Observability Engineering (book) Read Kubernetes Security and Observability (book) Watch Observability at Google (video) Read Linux Observability with BPF (book) (Watch Case Study: How Lightstep Implemented Observability (recorded event)).
    Note: Online resource; Title from title screen (viewed January 12, 2022)
    URL: lizenzpflichtig
    URL: lizenzpflichtig
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  • 8
    Online Resource
    Online Resource
    Complete Linux Training Course to Get Your Dream IT Job (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 29 hr., 16 min.)
    Edition: 1st edition.
    Keywords: Electronic videos
    Abstract: The best Linux administration course that prepares you for corporate jobs and for RHCSA, RHCE, LFCS, CLNP certifications About This Video Gain advanced Linux systems administration skills Understand Linux fundamentals and concepts Prepare for your Redhat Certified System Administrator (RHCSA - EX200) In Detail Linux is the number one operating system in the corporate world. It is a popular open-source operating system that is easy to use and highly secure. If you want to start your career in Linux and have little or no knowledge of Linux, then this course is for you. In this course, you will master Linux installation, configuration, administration, troubleshooting, the command line, OS tools, and much more. We have included resume and interview workshops that will help you get your dream IT job. This course will also help significantly in passing your RHCSA, RHCE, LFCS, and CompTIA Linux+ certification exams. By the end of this course, you will be a professional Linux administrator, be able to apply for Linux jobs and to take the EX-200 exam, and become a Redhat Certified System Administrator (RHCSA - EX200). Audience This course is designed for people who want to start a career in Linux, those who want to become a RedHat Certified System Administrator (RHCSA EX-200), and anyone keen to master Linux command-line skills.
    Note: Online resource; Title from title screen (viewed February 28, 2022)
    URL: lizenzpflichtig
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  • 9
    Online Resource
    Online Resource
    High Performance MySQL, 4th Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (61 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: How can you realize MySQL's full power? With High Performance MySQL , you'll learn advanced techniques for everything from choosing the right abstraction layer for databases to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve their full potential. This guide also teaches database administrators safe and practical ways to scale applications through replication, load balancing, high availability, and failover. Updated to reflect recent advances in cloud- and self-hosted MySQL, InnoDB performance, features, and tools, this revised edition helps you design a data platform that will scale with your business. You'll learn the latest in cloud-hosted MySQL offerings, best practices for database security, and hard-earned lessons in both performance and database stability. Dive into MySQL's architecture, including key facts about its storage engines Learn how server configuration works with your hardware and deployment choices Make query performance part of your software delivery process Examine enhancements to MySQL's replication and high availability Compare different MySQL offerings in managed cloud environments Explore MySQL's full stack optimization from application-side configuration to server tuning Turn traditional database management tasks into automated processes
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 10
    Online Resource
    Online Resource
    Mastering API Architecture (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (121 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Most organizations with a web presence build and operate APIs; the doorway for customers to interact with the company's services. Designing, building, and managing these critical programs affect everyone in the organization, from engineers and product owners to C-suite executives. But the real challenge for developers and solution architects is creating an API platform from the ground up. With this practical book, you'll learn strategies for building and testing REST APIs that use API gateways to combine offerings at the microservice level. Authors James Gough, Daniel Bryant, and Matthew Auburn demonstrate how simple additions to this infrastructure can help engineers and organizations migrate to the cloud; and open the opportunity to connect internal services using technologies like a service mesh. Learn API fundamentals and architectural patterns for building an API platform Explore evolving trends such as asynchronous and streaming APIs Help drive your API program by performing an informed architectural role Build and configure key components of an API platform Deploy gateways and service meshes based on case studies Understand core security and vulnerabilities in API architecture Secure data and services using OAuth 2.0, TLS, and web application firewalls
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 11
    Online Resource
    Online Resource
    Learning Test-Driven Development (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (82 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Your code is a testament to your skills as a developer. No matter what language you use, your code should be clean, elegant, and uncluttered? With test-driven development (TDD), you'll write better code--code that's easy to understand, retains its elegance, and works for years to come. This indispensable guide will show you how TDD works in three different languages: Go, JavaScript, and Python. With Learning Test-Driven Development at your side, you'll be able to: Tame domain complexity using a divide-and-conquer approach Understand how TDD works across languages, testing frameworks, and domain concepts See how TDD enables continuous integration and continuous delivery Support refactoring and redesign with TDD Set up a continuous integration environment with the unit tests produced during TDD Write clean, uncluttered code using TDD in Go, JavaScript, and Python
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 12
    Online Resource
    Online Resource
    Training Data for Machine Learning Models (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781492094494 , 1492094498
    Language: English
    Pages: 1 online resource (75 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 658.4/03
    Keywords: Database management ; Machine learning ; Management information systems ; Business Databases Management ; Information storage and retrieval systems Reliability ; Electronic books ; local ; Electronic books ; Bases de données ; Gestion ; Apprentissage automatique ; Systèmes d'information de gestion ; Affaires ; Bases de données ; Gestion ; Systèmes d'information ; Fiabilité
    Abstract: Your training data has as much to do with the success of your data project as the algorithms themselves--most failures in deep learning systems relate to training data. But while training data is the foundation for successful machine learning, there are few comprehensive resources to help you ace the process. This hands-on guide explains how to work with and scale training data. You'll gain a solid understanding of the concepts, tools, and processes needed to: Design, deploy, and ship training data for production-grade deep learning applications Integrate with a growing ecosystem of tools Recognize and correct new training data-based failure modes Improve existing system performance and avoid development risks Confidently use automation and acceleration approaches to more effectively create training data Avoid data loss by structuring metadata around created datasets Clearly explain training data concepts to subject matter experts and other shareholders Successfully maintain, operate, and improve your system
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 13
    Online Resource
    Online Resource
    Snowflake : The Definitive Guide (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098103798 , 1098103793
    Language: English
    Pages: 1 online resource (65 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Snowflake's ability to eliminate data silos and run workloads from a single platform creates opportunities to democratize data analytics, allowing users at all levels within an organization to make data-driven decisions. This clear, comprehensive guide will show you how to build integrated data applications and develop new revenue streams based on data. The author deftly unravels complex topics, provides hands-on SQL examples, and reveals how you can use the Snowflake Data Cloud to avoid replatforming or migrating data unnecessarily. You'll learn how to: Efficiently capture, store, and process large amounts of data at an amazing speed Rapidly ingest and transform real-time data feeds in both structured and semistructured format and deliver meaningful data insights within minutes Use Time Travel and Zero-Copy cloning to produce a sensible data recovery strategy that balances the need for system resilience with ongoing storage cost Securely share data and reduce or eliminate data integration costs by accessing fresh, ready-to-query data sets available within the Snowflake Data Marketplace
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 14
    Online Resource
    Online Resource
    Qiskit Pocket Guide (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098112448 , 109811244X
    Language: English
    Pages: 1 online resource (70 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.7/6
    Keywords: Application software Development ; Quantum computing ; Electronic books ; local ; Electronic books ; Quantum computing ; Application software ; Development
    Abstract: Why is the quantum computing market expected to grow by nearly $1.3 billion over the next five years? Given their quantum mechanical nature, quantum computers can solve difficult problems in fields such as chemistry, optimization, finance, and machine learning that classical computers find impossible to unravel. This pocket guide provides software developers with a quick reference to Qiskit, an open source SDK for working with quantum computers. Packed with helpful programming examples, tables, figures, and lists, this handy book helps you find the information you need to develop and debug quantum programs. Whether you're focused on business, engineering, or scientific applications, you'll learn how to choose and apply the appropriate Qiskit classes, methods, and functions. You'll also learn how to use the latest version of the Open Quantum Assembly Language, OpenQASM 3.0.
    Note: Online resource; Title from title page (viewed November 25, 2022) , Mode of access: World Wide Web.
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  • 15
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    Online Resource
    Learning TypeScript (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (44 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: TypeScript has conquered the world of JavaScript: it's one of the world's fastest growing and most popular languages across developer surveys, widely used in consumer and business companies alike, and frequently credited for helping massive web applications scale. But what is TypeScript? How does it work, why does it work, and how can we use it? Learning TypeScript takes beginner to intermediate JavaScript programmers from knowing nothing about "types" or a "type system" to full mastery of the fundamentals of TypeScript. It's more than a means to find bugs and typos--it's a useful system for declaring the way our JavaScript should work and helping us stick to it. You'll learn how TypeScript: interacts with JavaScript analyzes and understands code augments your existing development pattern helps you document your code works with IDEs to provide refactoring tools assists local development in refactoring code helps you develop more quickly with fewer bugs
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 16
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    Online Resource
    Certified Kubernetes Administrator (CKA) Study Guide (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (61 pages)
    Edition: 1st edition
    DDC: 005.3
    Keywords: Application software Study guides Development ; Virtual computer systems Study guides ; Open source software ; Computer programmers Certification ; Electronic books ; local ; Electronic books ; Computer programmers ; Certification ; Open source software ; Virtual computer systems ; Application software ; Development ; Study guides
    Abstract: The ability to administer and monitor a Kubernetes cluster is in high demand today. To meet this need, the Cloud Native Computing Foundation developed a certification exam to establish a system administrator's credibility and value in the job market to confidently work in a Kubernetes environment. The Certified Kubernetes Administrator (CKA) certification exam is different from the typical multiple-choice format of other professional certifications. Instead, the CKA is a performance-based exam that requires deep knowledge of the tasks under immense time pressure. This study guide walks you through all the topics covered to fully prepare you for the exam. Author Benjamin Muschko also shares his personal experience with preparing for all aspects of the exam. Learn when and how to apply Kubernetes concepts to administrate a production-grade cluster Understand the objectives, abilities, and tips and tricks needed to pass the CKA exam Explore the ins and outs of the kubectl command-line tool Demonstrate competency to perform the responsibilities of a Kubernetes system administrator Solve real-world Kubernetes problems in a hands-on command-line environment Effectively navigate and solve questions during the CKA exam
    Note: Online resource; Title from title page (viewed November 25, 2022) , Mode of access: World Wide Web.
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  • 17
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    Python for Geospatial Data Analysis (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (37 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization will learn the fundamentals of spatial data analysis to gain a deeper understanding of their data questions. Author Bonny P. McClain demonstrates why detecting and quantifying patterns in geospatial data is vital. Both proprietary and open source platforms allow you to process and visualize spatial information. This book is for people familiar with data analysis or visualization who are eager to explore geospatial integration with Python. This book helps you: Understand the importance of applying spatial relationships in data science Select and apply data layering of both raster and vector graphics Apply location data to leverage spatial analytics Design informative and accurate maps Automate geographic data with Python scripts Explore Python packages for additional functionality Work with atypical data types such as polygons, shape files, and projections Understand the graphical syntax of spatial data science to stimulate curiosity
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 18
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    Hands-on Selenium WebDriver with Java (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (85 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get started with Selenium WebDriver, the open source library for automating tests to ensure your web application performs as expected. In this practical hands-on book, author Boni Garcia takes Java developers through Selenium's main features for automating web navigation, browser manipulation, web element interaction, and more, with ready-to-be-executed test examples. You'll start by learning the core features of the Selenium framework (composed by WebDriver, Grid, and IDE) and its ecosystem. Discover why Selenium is the de facto framework for developing end-to-end tests on your web application. You'll explore ways to use advanced Selenium WebDriver features, including using web browsers in Docker containers or the DevTools protocol. Selenium WebDriver examples in this book are available on GitHub. With this book, you'll learn how to: Set up a Java project containing end-to-end tests that use Selenium WebDriver Conduct automated interaction with web applications Use strategies for managing browser-specific capabilities and cross-browser testing Interact with web forms, manage pop-up messages, and execute JavaScript Control remote browsers and use advanced browser infrastructure for Selenium WebDriver tests in the cloud Model web pages using object-oriented classes to ease test maintenance and reduce code duplication
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 19
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    Designing Machine Learning Systems (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (78 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Many tutorials show you how to develop ML systems from ideation to deployed models. But with constant changes in tooling, those systems can quickly become outdated. Without an intentional design to hold the components together, these systems will become a technical liability, prone to errors and be quick to fall apart. In this book, Chip Huyen provides a framework for designing real-world ML systems that are quick to deploy, reliable, scalable, and iterative. These systems have the capacity to learn from new data, improve on past mistakes, and adapt to changing requirements and environments. Youâ??ll learn everything from project scoping, data management, model development, deployment, and infrastructure to team structure and business analysis. Learn the challenges and requirements of an ML system in production Build training data with different sampling and labeling methods Leverage best techniques to engineer features for your ML models to avoid data leakage Select, develop, debug, and evaluate ML models that are best suit for your tasks Deploy different types of ML systems for different hardware Explore major infrastructural choices and hardware designs Understand the human side of ML, including integrating ML into business, user experience, and team structure
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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  • 20
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    Cloud Native Security Cookbook (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (133 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With the rise of the cloud, every aspect of IT has been shaken to its core. The fundamentals for building systems are changing, and although many of the principles that underpin security still ring true, their implementation has become unrecognizable. This practical book provides recipes for AWS, Azure, and GCP to help you enhance the security of your own cloud native systems. Based on his hard-earned experience working with some of the world's biggest enterprises and rapidly iterating startups, consultant Josh Armitage covers the trade-offs that security professionals, developers, and infrastructure gurus need to make when working with different cloud providers. Each recipe discusses the inherent trade-offs, as well as where clouds have similarities and where they're fundamentally different. Learn how the cloud provides superior security to what was achievable in an on-premises world Understand the principles and mental models that enable you to make optimal trade-offs as part of your solution Learn how to implement existing solutions that are robust and secure, and devise design solutions to new and interesting problems Deal with security challenges and solutions both horizontally and vertically within your business
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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  • 21
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    bash Idioms (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Shell scripts are everywhere, especially those written in bash compatible syntax, and it's extremely useful to be able to understand and write them, but they can be complex and obscure. Complexity is the enemy of security, but it's also the enemy of readability and understanding. With this practical book, you'll learn how to decipher old bash code and write new code that's as clear and readable as possible. Your future you will thank you. Authors Carl Albing and JP Vossen show you how to use the power and flexibility of the shell to your advantage. You'll learn how to read and write scripts like an expert, so that you can: Write useful, flexible, and readable bash code...with style Decode bash code such as ${MAKEMELC,,} and ${PATHNAME##*/} Save time and ensure consistency when automating tasks Amaze and impress colleagues with bash idioms Discover how bash idioms can make your code clean and concise
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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  • 22
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    A Functional Approach to Java (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (68 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Java developers usually tackle the complexity of software development through object-oriented programming (OOP). But not every problem is a good match for OOP. The functional programming (FP) paradigm offers you another approach to solving problems, and Java provides easy-to-grasp FP tools such as lambdas and streams. If you're interested in applying FP concepts to your Java code, this book is for you. Author Ben Weidig highlights different aspects of functional programming and shows you how to incorporate them in your code without going "fully functional." You'll learn how, when, and why to use FP concepts such as immutability and pure functions to write more concise, reasonable, and future-proof code. Many developers seek to expand their horizons by using OOP and FP together. It's no longer either-or; it's both. In two parts, this book includes: A Functional Approach: Get a high-level overview of functional programming, including the types already available to Java developers. Then explore different FP concepts and learn how to use them. Real-World Problems, Patterns, and Recipes: Apply what you've learned in part one to the typical real-world problems you might encounter in your daily work.
    Note: Online resource; Title from title page (viewed December 25, 2022) , Mode of access: World Wide Web.
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  • 23
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    Visual Studio Code for C# Developers (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803230276
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn the most in-demand IDE currently among the programmers’ community. Acquire the skill of editing the source code in an efficient way, especially inclined towards C# developers. About This Video Master editing the C# files and code faster to dramatically improve your productivity Learn to install, debugging tools, options available, and use extensions to power up the VS Code Build your own snippets to extend the programming experience even further in a step-by-step approach In Detail Visual Studio Code is the #1 IDE among the programmers’ community. The usage of VS Code has increased exponentially in recent years. Companies such as Facebook, Google, Microsoft, and many others use Visual Studio Code to do development in various programming languages at a large scale. You will be learning these VS Code concepts from scratch in this course. You will get started with Visual Studio Code and create your first C# project. Then master editing and know how to navigate better in Visual Studio Code. After that, you will get to know Intellisense and use extensions in VS Code. Post that, you will learn to debug in Visual Studio Code, and master Git and GitHub usage for your C# projects. Finally, you will learn Visual Studio Code workspaces, and build snippets in Visual Studio Code. By the end of this course, you will have a strong foundation in using Visual Studio Code for C# programming. This course will provide significant knowledge of using Visual Studio Code for your next C# project. You will be certain to use the learned concepts with ease by following a step-by-step approach. You will be confident to instantly apply the IDE tips covered in the course. Who this book is for This course is ideal for beginner C# programmers, who are starting out with programming. This course will provide you with a strong foundation on using Visual Studio Code for C# programming. Experienced C# programmers, who are looking to switch to Visual Studio Code from another IDE will also be benefitted. Basic knowledge of C# programming will be helpful. Apart from this, a basic knowledge of Git will be helpful for the Git section, but not mandator
    Note: Online resource; Title from title screen (viewed January 28, 2022) , Mode of access: World Wide Web.
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  • 24
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    A Beginner's Guide to Creating iPhone Apps for iOS 15 Using Swift UI (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803241111
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 56 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn to create apps and submit them to the App Store using SwiftUI 3 Code and Xcode 13 on iOS 15 from scratch About This Video Develop iPhone apps using SwiftUI 3 code and Xcode 13 Learn Swift programming and SwiftUI by creating five complete apps Learn to share your app ideas through the App Store In Detail If you are looking for a course that is fun, for complete beginners, and gets straight to the point, then this is the course for you. This course will help you learn all about developing iPhone applications and simultaneously implement all that you learn by creating five complete apps using SwiftUI 3 code and Xcode 13. In this course, we will start with the SwiftUI basics that are required for developing an app and set up our developing environment with Xcode. Once our environment is set, we will start working on our different apps. In this first app - People Counter - and the second app - Text Formatter, you will be learning the basics of Swift programming. In this third app, we will create an app called Emoji Dictionary, where you will learn about lists, arrays, and multi-view apps. In the fourth app, we will create a Quick ToDos app, where you will learn how to save information with CoreData. In our final app, we will create a Course Lister app where we will work with web, APIs, JSON, and images. Once we are done with the apps, we will discuss the process to submit your own apps to the App Store! By the end of this course, you will be set to build your own app and share your app with the world through the App Store. Who this book is for This course is best for complete beginners who want to make an iPhone app as no prior experience is needed and one just needs to have a Mac computer and passion to develop amazing apps.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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  • 25
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    SQL Server Advanced Troubleshooting and Performance Tuning (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (48 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This book provides a comprehensive overview on best practices for troubleshooting and performance tuning in SQL Server. It reviews how to identify performance issues, how to troubleshoot the system in a holistic fashion, and how to properly prioritize tuning efforts in order to induce the best system performance possible. The book also discusses interdependencies between database components, while spotlighting ways to avoid the bottlenecks that can be triggered by those dependencies. The troubleshooting and performance tuning techniques presented in the book are compatible with any version of SQL Server. They cover both on-premise and Cloud-based SQL Server installations, including Microsoft Azure SQL Databases and Amazon SQL Server RDS. Reflecting the approaches used by many high-end SQL Server consultants, SQL Server Advanced Troubleshooting and Performance Tuning is a valuable resource that will help readers master troubleshooting and performance tuning skills and get the best performance out of SQL Server.
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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  • 26
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    Service Mesh Patterns (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (33 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As your organization adopts microservices, you also need a service mesh, the infrastructure layer that handles interservice communication in microservice architectures. This seminal book provides patterns and operational best practices to help you deploy and use service meshes in a way that meets your company's goals and needs. Developers face a wide range of choices today: which service mesh to use, which features to deploy, and the best ways to exploit and deploy those features. Whether you're investigating service meshes or already use one, authors Lee Calcote and Nic Jackson provide universal patterns applicable to any service mesh: Istio, Linkerd, Consul, App Mesh, and more. Get a vendor-neutral perspective on where each mesh shines (and perhaps, doesn't) Understand how service meshes benefit developers, operators, and service owners differently Determine whether you're running your mesh effectively Avoid service mesh lock-in through use of service mesh abstractions Learn common deployment patterns for implementing a specific service mesh function Use configuration best practices to avoid common pitfalls Explore federation of service mesh deployments and other service mesh types As microservices proliferate your environment, fear not: service meshes are here to manage your service sprawl. This book shows you how.
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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  • 27
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    Practical Simulations for Machine Learning (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (500 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can create artificial data using simulations to train traditional machine learning models. That's just the beginning. With this practical book, you'll explore the possibilities of simulation- and synthesis-based machine learning and AI, with a focus on deep reinforcement learning and imitation learning techniques. AI and ML are increasingly data driven, and simulations are a powerful, engaging way to unlock their full potential. With this deeply practical book, you'll learn how to: Design an approach for solving ML and AI problems using simulations Use a game engine to synthesize images for use as training data Create simulation environments designed for training deep reinforcement learning and imitation learning Use and apply efficient general-purpose algorithms for simulation-based ML, such as proximal policy optimization (PPO) and soft actor-critic (SAO) Train ML models locally, concurrently, and in the cloud Use PyTorch, TensorFlow, the Unity ML-Agents and Perception Toolkits to enable ML tools to work with industry-standard game development tools
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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  • 28
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    AWS System Administration, 2nd Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (81 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: With Amazon Web Services and other platforms designed for rapid adaptation and failure recovery, cloud computing is more like programming than traditional system administration. For developers, this practical book provides system administration knowledge to ensure you're using AWS effectively, so you can build a robust and resilient application infrastructure. System administrators will learn how to automate their favorite tools and processes. In the second edition of this guide, authors Federico Lucifredi, Jacob Zimmerman, and Mike Ryan show developers and system administrators how to configure and manage AWS services including EC2, CloudFormation, Elastic Load Balancing, S3, and Route 53. Fully configuring infrastructure with automation, this book walks you through developing a complete application example along the way. Even small DevOps teams can manage massively scalable application infrastructures once they drop old views and master automation. Securely deploy and manage your applications with AWS tools Automate AWS configuration management with Python, Puppet, and Ansible Deploy applications with autoscaling and elastic load balancing Explore ways to deploy application and infrastructure updates Save time on development and operations with reusable strategies Embrace GitOps versioning of infrastructure and application code alike Learn strategies for managing log files in AWS environments Configure a cloud-aware DNS service with Route 53 Use AWS CloudWatch to monitor your infrastructure and applications
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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  • 29
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    Version Control with Git, 3rd Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (61 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Track, branch, merge, and manage code revisions with Git, the free and open source distributed version control system. Through a series of step-by-step tutorials, this practical guide quickly takes you from Git fundamentals to advanced techniques, and provides friendly yet rigorous advice for navigating Git's many functions. You'll learn how to work with everything from small to very large projects with speed and efficiency. In this third edition, authors Prem Kumar Ponuthorai and Jon Loeliger break down Git concepts using a modular approach. You'll start with the basics and fundamental philosophy of Git, followed by intermediate commands to help you efficiently supplement your daily development workflow. Finally, you'll learn advanced Git commands and concepts to understand how Git works under the hood. Learn how to use Git for real-world development scenarios Gain insight into Git's common use cases, initial tasks, and basic functions Use the system for distributed version control Learn how to manage merges, conflicts, patches, and diffs Apply advanced techniques such as rebasing, hooks, and ways to handle submodules
    Note: Online resource; Title from title page (viewed October 25, 2022) , Mode of access: World Wide Web.
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  • 30
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    RESTful Web Microservices Cookbook (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (63 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Many organizations today orchestrate and maintain apps that rely on other people's services. Software designers, developers, and architects in those companies often work to coordinate and maintain apps based on existing microservices, including third-party services that run outside their ecosystem. This cookbook provides proven recipes to help you get those many disparate parts to work together in your network. Author Mike Amundsen provides step-by-step solutions for finding, connecting, and maintaining applications designed and built by people outside the organization. Whether you're working on human-centric mobile apps or creating high-powered machine-to-machine solutions, this guide shows you the rules, routines, commands, and protocols--the glue --that integrates individual microservices so they can function together in a safe, scalable, and reliable way. Design and build individual microservices that can successfully interact on the open web Increase interoperability by designing services that share a common understanding Build client applications that can adapt to evolving services without breaking Create resilient and reliable microservices that support peer-to-peer interactions on the web Use web-based service registries to support runtime "find-and-bind" operations that manage external dependencies in real time Implement stable workflows to accomplish complex, multiservice tasks consistently
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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    MySQL Cookbook, 4th Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781492093138 , 1492093130
    Language: English
    Pages: 1 online resource (106 pages)
    Edition: 4th edition
    DDC: 005.75/65
    Keywords: MySQL (Electronic resource) ; SQL (Computer program language) ; Database management ; Relational databases ; Electronic books ; local ; Electronic books
    Abstract: For MySQL, the price of popularity comes with a flood of questions from users on how to solve specific data-related issues. That's where this cookbook comes in. When you need quick solutions or techniques, this handy resource provides scores of short, focused pieces of code, hundreds of worked-out examples, and clear, concise explanations for programmers who don't have the time (or expertise) to resolve MySQL problems from scratch. In this updated fourth edition, authors Sveta Smirnova and Alkin Tezuysal provide more than 200 recipes that cover powerful features in both MySQL 5.7 and 8.0. Beginners as well as professional database and web developers will dive into topics such as MySQL Shell, MySQL replication, and working with JSON. You'll learn how to: Connect to a server, issue queries, and retrieve results Retrieve data from the MySQL Server Store, retrieve, and manipulate strings Work with dates and times Sort query results and generate summaries Assess the characteristics of a dataset Write stored functions and procedures Use stored routines, triggers, and scheduled events Perform basic MySQL administration tasks Understand MySQL monitoring fundamentals
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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    Consul : Up and Running (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: With the advent of microservices, Kubernetes, public cloud, and hybrid computing, SREs and system engineers are facing more complexity than ever before. To tackle this problem, you need a unified control plane to manage the networking among your applications running on these distinct platforms. This definitive guide shows you how to automate networking for simple and secure application delivery with Consul. Author Luke Kysow, Consul engineer at HashiCorp, demonstrates how this service mesh solution provides a software-driven approach to security, observability, and traffic management. Once you learn how to implement zero-trust networking by deploying Consul on multiple platforms, you'll be able to take control of application traffic, prevent outages, view metrics, integrate with legacy systems, and more. Dive into the characteristics of service meshes, zero-trust networking, and traffic-shaping patterns Deploy Consul on multiple platforms, including Kubernetes and virtual machines Learn how to secure, monitor, and manage your application traffic with Consul Use this guide to deploy and operate applications as a system administrator, DevOps engineer, or developer
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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    SQL in a Nutshell, 4th Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781492088851 , 1492088854
    Language: English
    Pages: 1 online resource (650 pages)
    Edition: 4th edition
    DDC: 005.75/85
    Keywords: SQL server ; SQL (Computer program language) ; Client/server computing ; Electronic books ; local ; Electronic books ; Client/server computing ; SQL (Computer program language) ; SQL server
    Abstract: For programmers, analysts, and database administrators, this Nutshell guide is the essential reference for the SQL language used in today's most popular database products. This new fourth edition clearly documents SQL commands according to the latest ANSI/ISO standard and details how those commands are implemented in Microsoft SQL Server 2019 and Oracle 19c, as well as in the MySQL 8, MariaDB 10.5, and PostgreSQL 13 open source database products. You'll also get a concise overview of the relational database management system (RDBMS) model and a clear-cut explanation of foundational RDBMS concepts--all packed into a succinct, comprehensive, and easy-to-use format. Sections include: Background on the relational database model, including current and previous SQL standards Fundamental concepts necessary for understanding relational databases and SQL commands An alphabetical command reference to SQL statements, according to the SQL:2016 ANSI standard The implementation of each command by MySQL, Oracle, PostgreSQL, and SQL Server An alphabetical reference of the ANSI SQL:2016 functions and constructs as well as the vendor implementations Platform-specific functions unique to each implementation
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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    Full Stack Testing (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Testing is a critical discipline for any organization looking to deliver high-quality software. This practical book provides software developers and QA engineers with a comprehensive one-stop guide to testing skills in 10 different categories. You'll learn appropriate strategies, concepts, and practical implementation knowledge you can apply from both a development and testing perspective for web and mobile applications. Author Gayathri Mohan offers examples of more than 40 tools you can use immediately. You'll acquire the skills to conduct exploratory testing, test automation, cross-functional testing, data testing, mobile testing, and visual testing, as well as tests for performance, security, and accessibility. You'll learn to integrate them in continuous integration pipelines to gain faster feedback. Once you dive into this guide, you'll be able to tackle challenging development workflows with a focus on quality. With this book, you will: Learn how to employ various testing types to yield maximum quality in your projects Explore new testing methods by following the book's strategies and concepts Learn how to apply these tools at work by following detailed examples Improve your skills and job prospects by gaining a broad exposure to testing best practices
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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    Essential Math for Data Science (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (78 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of the math you'll need in data science, including probability, statistics, hypothesis testing, linear algebra, machine learning, and calculus. Practical examples with Python code will help you see how the math applies to the work you'll be doing, providing a clear understanding of how concepts work under the hood while connecting them to applications like machine learning. You'll get a solid foundation in the math essential for data science, but more importantly, you'll be able to use it to: Recognize the nuances and pitfalls of probability math Master statistics and hypothesis testing (and avoid common pitfalls) Discover practical applications of probability, statistics, calculus, and machine learning Intuitively understand linear algebra as a transformation of space, not just grids of numbers being multiplied and added Perform calculus derivatives and integrals completely from scratch in Python Apply what you've learned to machine learning, including linear regression, logistic regression, and neural networks
    Note: Online resource; Title from title page (viewed July 25, 2022) , Mode of access: World Wide Web.
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    Software Architecture Hour : What Makes a Good Software Architect with Venkat Subramaniam (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: We’ve all worked with architects—some are good, and some that could be better. But what exactly are the traits of a good architect? What skills and qualities should you focus on to become a very good one? Join us for a special conversation with Neal Ford and Agile Developer Inc. founder Venkat Subramaniam. They’ll explore the traits of a good architect and share some tips that will make the journey to become a successful architect a pleasant one. Whether you’re already an architect or you aspire to become one, you’re sure to gain valuable insights that will help you boost your skills. What you’ll learn and how you can apply it Learn how to make Agile software development practical See what the future looks like for software development This recording of a live event is for you because… You want to learn about how to become a more effective architect. You want to improve your skills as an architect. You want to learn how to best adapt to unexpected changes in features. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Software Architecture: The Hard Parts (book) Take Hands-On Software Design (live online training course with Venkat Subramaniam) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed February 3, 2022) , Mode of access: World Wide Web.
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    Infrastructure and Ops Hour with Sam Newman : SLO with Alex Hidalgo (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Service-level objectives (SLOs) are a key component of the service-level agreement (SLA) between your business and your customers. SLOs define the level of service you’ve agreed to provide and offer a means to measure that service. As such, they’re critical for ensuring reliability...if used correctly. Join us for a special conversation on SLOs with Sam Newman and site reliability engineer Alex Hidalgo. You’ll learn how to build an SLO-based approach to reliability at your own organization as you explore everything from the concepts, philosophies, and definitions you need to know to the various components of SLOs, how to use them successfully, why they work, and how you can make them work for you. Along the way, Sam and Alex will also discuss some of the more complicated aspects of implementing an SLO-based approach, including how to create meaningful service-level indicators (SLIs) and how to assign accurate SLO targets so that you get useful alerts for your team—and company-wide buy-in. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around SLOs and SRE What’s coming next for infrastructure and ops This recording of a live event is for you because… You want to learn how to use SLOs at your company to improve resilience. You’re looking for ways to improve your incident response and engineering environment. Recommended follow-up: Read Implementing Service Level Objectives (book)
    Note: Online resource; Title from title screen (viewed February 7, 2022) , Mode of access: World Wide Web.
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    Case Study : How Pinterest Built a Stream Processing Platform with Apache Flink (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Facing rapid growth and competition in its online business, Pinterest tech stacks demanded large-scale stateful online processing technology to unlock multiple top initiatives. From lambda functions like micro services to Kafka Stream and Spark streaming, Pinterest explored all of these options and decided to go with a single open source stream processing platform, powered by Apache Flink. Starting from a legacy batch-only data stack and varying levels of expertise among the user team, Pinterest’s stream processing platform has evolved in multiple stages into a reliable platform that enables data-driven products and timely decision making. In the first stage, facing the demand of running large stateful applications, we built connectors that worked with Pinterest infrastructure, and streamlined user education with embedded training to fine tune each use case. In the next stage, we onboarded ads real-time ingestion which predict user match with 50% + accuracy in near real time. We also onboarded tier 1 advertiser spend unified calculation that has very stringent SLO in a very tight timeline. As the platform grew, we had to build a more scalable way to offer non-stream processing or infrastructure background engineered to unblock real-time machine learning use cases. Thus, reprocess, backfill source, live debugging automation, verification, and deployment automation, as well as a dependency injection based job editor, were built into the platform and became widely adopted, empowering a large number of jobs to production in a relatively small amount of time. Eventually, features like unified shopping catalog indexing, content safety and trust, as well as deduplicate 4b+ images on the platform in near real-time were built and launched. And with additional investment in technology and ecosystem teams, Pinterest’s stream processing platform is accelerating transforming machine learning use cases, online processing, and data warehousing into near real-time. This case study reviews how Pinterest chose Apache Flink as the technology behind its stream processing platform, how the platform enabled critical use cases and a user base that scaled out and evolved along with product innovation, and lessons learned in implementing and developing this platform. What you will learn—and how to apply it By the end of this case study the viewer will understand: How and why Pinterest chose Apache Flink over other stream processing offerings How Pinterest uses stream ...
    Note: Online resource; Title from title screen (viewed January 14, 2022) , Mode of access: World Wide Web.
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    Case Study : How DataKind Walked Back on a Project when Ethical Issues Arose (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    DDC: 174/.9004
    Keywords: DataKind (Firm) ; Information technology Moral and ethical aspects ; Technological innovations Moral and ethical aspects ; Data curation Moral and ethical aspects ; Electronic videos ; Innovations ; Aspect moral ; Édition de contenu ; Aspect moral ; Information technology ; Moral and ethical aspects ; Technological innovations ; Moral and ethical aspects ; Instructional films ; Internet videos ; Nonfiction films ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet ; Webcast
    Abstract: Data scientists often set out to make a positive impact—generating insights upon which organizations can make decisions. A key aspect of that work is ensuring that data is being collected, managed, and analyzed ethically. But as conversations about ethical data science increase, so do questions about how ethics in data science looks in practice: When do you do an ethics check? And what do you do if something seems off? Join us for this Case Study with DataKind’s Afua Bruce and Rachel Wells to hear what happened when their team faced an ethical challenge during a project that used social media data. While wrapping up the project, the team found out that they didn’t have full information on how the data was obtained. Faced with the decision about whether to deliver the project to the partner when the data trail was incomplete, DataKind reviewed the data source’s use policies, unpacked the trade-offs of different approaches, and carefully communicated with all stakeholders to eventually terminate the project. Afua and Rachel take you through the decision-making process, trade-offs, outcomes, and lessons learned from this project experience; highlight the importance of a data trail and evaluating where all data sources come from; and explain how to walk back a data science solution and project when ethical issues arise. Recorded on January 25, 2022. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Case Studies explore how organizations have overcome common challenges in business and technology through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and challenges while hearing their unique perspectives, insights, and lessons learned.
    Note: Online resource; Title from title screen (viewed February 25, 2022) , Mode of access: World Wide Web.
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    Build Responsive Websites with HTML5, CSS3, Bootstrap, and SASS (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803239477
    Language: English
    Pages: 1 online resource (1 video file, approximately 23 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn how to build responsive webpages from scratch using Flexbox, CSS Grid, Animation, SVG, and Bootstrap. About This Video Explore Django apps, templates, models, and migrations Work with CSS preprocessor: SASS (variables, nesting, mixins, extend/inheritance) Work with CSS framework: Bootstrap 5 (layouts, forms, components, and utilities) In Detail Responsive web design is about creating web pages that look good on all devices. A responsive web design helps automatically adjust for different screens to make it user friendly. This course touches on each important topic through concept explanation, documentation, and implementation. The entire course is designed for beginners with one goal in mind—to build responsive websites using HTML5, CSS3, Bootstrap, and SASS. Throughout the course, we will explore 6 projects namely Profile Card, Login Page, Spotify Clone using Flexbox, Testimonial Page using CSS Grid, Portfolio Website using Bootstrap, and EdTech Startup Landing Page. With the help of these projects, we will understand the following topics: How does the web work HTML fundamentals HTML semantics CSS fundamentals Responsive design Layouts SVG CSS libraries Bootstrap (CSS framework) SASS (CSS preprocessor) Website deployment The complete course is focused on the concept learning approach; you learn every concept through a logical and visual learning approach. Learn all the important concepts in the simplest viable way with examples and real-life projects. By the end of the course, you will be ready to work as an intern, fresher, or freelancer, and you will also be able to implement everything yourself. Most importantly, you will be ready to dive deep with future practice and hard-level questions about website building. Who this book is for This course is helpful for absolute beginners who want to learn how to build a beautiful and responsive website; designers who want to expand their skill set into HTML5, CSS3, Bootstrap, and SASS. No previous programming or coding experience is required; we will cover everything step-by-step from the basics.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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    Natural Language Processing with Transformers (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Edition: Revised Edtion
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using HuggingFace Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf use a hands-on approach to teach you how Transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize Transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how Transformers can be used for cross-lingual transfer learning Apply Transformers in real-world scenarios where labeled data is scarce Make Transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train Transformers from scratch and learn how to scale to multiple GPUs and distributed environments
    Note: Online resource; Title from title page (viewed March 25, 2022)
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    Kubernetes Security and Observability (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (150 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This practical book introduces new cloud native approaches for Kubernetes practitioners, like yourself, who care about the security and observability of mission-critical microservices. Through practical guidance and best practice recommendations, this book helps you understand why cloud native applications require a modern approach to security and observability practices and how to implement them. Do you want to know how to secure and troubleshoot your cloud native applications? Or are you part of a group that wants to solve security and observability challenges before fully adopting Kubernetes in your organization? This book takes you through the full breadth of new cloud native approaches for establishing security and observability with Kubernetes. Learn why you need a security and observability strategy for cloud native applications and determine your scope of coverage Understand key concepts behind Kubernetesâ??s security and observability approach Explore the technology choices you can make to meet each aspect of this strategy Discover how to split security responsibilities across multiple teams or roles Learn ways to architect Kubernetes security and observability for multicloud and hybrid environments
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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    Head First Git (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (68 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: What will you learn from this book? Many people who use Git rely on "recipes"—basic copy-paste commands—without understanding how this version control system actually works. But what do you do if you find yourself in a tight spot? You can't simply wing it. With this unique hands-on guide, you'll learn valuable ways to use Git in many different situations. Raju Gandhi peels back the layers to reveal the simple yet powerful engine that powers Git, with activities that help you truly understand this crucial tool as you get it up and running. You’ll master branches, tags, stashes, and merges; learn best practices; collaborate with your team; and unlock the full potential of Git. What’s so special about this book? If you've read a Head First book, you know what to expect—a visually rich format designed for the way your brain works. If you haven't, you're in for a treat. With this book, you’ll learn Git through a multi-sensory experience that engages your mind, rather than a text-heavy approach that puts you to sleep
    Note: Online resource; Title from title page (viewed June 25, 2022) , Mode of access: World Wide Web.
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  • 44
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    Advanced Analytics with PySpark (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098103620 , 1098103629
    Language: English
    Pages: 1 online resource (41 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.3/12
    Keywords: SPARK (Electronic resource) ; Python (Computer program language) ; Data mining ; Electronic books ; local ; Electronic books ; Data mining ; Python (Computer program language) ; SPARK (Electronic resource)
    Abstract: The amount of data being generated today is staggering. And growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming. Data scientists Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills offer an introduction to the Spark ecosystem, then dive into patterns that apply common techniques--including classification, clustering, collaborative filtering, and anomaly detection--to fields such as genomics, security, and finance. This updated edition also covers NLP and image processing. If you have a basic understanding of machine learning and statistics and you program in Python, this book will get you started with large-scale data analysis. Familiarize yourself with Spark's programming model and ecosystem Learn general approaches in data science Examine complete implementations that analyze large public datasets Discover which machine learning tools make sense for particular problems Explore code that can be adapted to many uses
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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    Python for Data Analysis, 3rd Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (60 pages)
    Edition: 3rd edition
    Parallel Title: Erscheint auch als
    DDC: 006.3/12
    Keywords: Data mining ; Python (Computer program language) ; Electronic books ; local ; Electronic books
    Abstract: Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.9 and pandas 1.2, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You�?�¢??ll learn the latest versions of pandas, NumPy, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It�?�¢??s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the Jupyter notebook and IPython shell for exploratory computing Learn basic and advanced features in NumPy Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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    Concurrency and Scalability for Distributed Systems (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098106034 , 1098106032
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.1
    Keywords: Computer software Development ; System design ; Electronic books ; local ; Electronic books
    Abstract: In many systems, scalability becomes the primary driver as the user base grows. Attractive features and high utility breed success, which brings more requests to handle and more data to manage. But organizations reach a tipping point when design decisions that made sense under light loads suddenly become technical debt. This practical book covers design approaches and technologies that make it possible to scale an application quickly and cost-effectively. Author Ian Gorton takes software architects and developers through the principles of foundational distributed systems. Youâ??ll explore the essential ingredients of scalable solutions, including replication, state management, load balancing, and caching. Specific chapters focus on the implications of scalability for databases, microservices, and event-based streaming systems. You'll focus on: Foundations of scalable systems: Learn basic design principles of scalability, its costs, and architectural tradeoffs Designing scalable services: Dive into service design, caching, asynchronous messaging, serverless processing, and microservices Designing scalable data systems: Learn data system fundamentals, NoSQL databases, and eventual consistency versus strong consistency Designing scalable streaming systems: Explore stream processing systems and scalable event-driven processing
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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    Hands-On Systems Programming with Rust (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (156 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: For several consecutive years, Rust has been voted "most loved programming language" in Stack Overflow's annual developer survey. This open source systems programming language is now used for everything from game engines and operating systems to browser components and virtual reality simulation engines. But Rust is also an incredibly complex language with a notoriously difficult learning curve. Rather than focus on the language as a whole, this guide teaches Rust using a single small, complete, focused program in each chapter. Author Ken Youens-Clark shows you how to start, write, and test each of these programs to create a finished product. You'll learn how to handle errors in Rust, read and write files, and use regular expressions, Rust types, structs, and more. Discover how to: Use Rust's standard libraries and data types such as strings, vectors, dictionaries, and sets to create systems programs Write and test Rust programs and functions Read and write files, including stdin, stdout, and stderr Document and validate command-line arguments Write programs that fail gracefully Parse raw and delimited text as well as Excel data Use and control randomness
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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    Efficient MySQL Performance (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (187 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: You'll find several books on MySQL basics today, but only one that covers advanced MySQL performance--and nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching developers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by DBAs. Daniel Nichter shows you how to apply best practices and techniques that directly affect efficient MySQL performance. You'll learn how to focus on query response time, optimize queries and data to increase performance, and monitor and understand the most important MySQL metrics. You'll also discover how not to use MySQL, including situations where this database is clearly the wrong choice. Understand why query response time is the North Star of MySQL performance Learn why indexing, not hardware or MySQL config, is the key to performance Examine query metrics in detail, including aggregation, reporting, and analysis Explore ways of improving query response time through query optimization Understand how to monitor MySQL and learn what the metrics mean
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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    Modern Mainframe Development (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (51 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Even as spending on digital transformation continues to skyrocket, mainframes nevertheless have major advantages for global enterprises. These systems still process huge amounts of information and allow for highly secure processing. In this practical book, author Tom Taulli shows software developers how to pursue a hybrid approach by integrating traditional mainframes and applications with modern digital systems. By the end of the book, you'll have a solid understanding of the mainframe architecture and ecosystem, including core concepts and technologies such as COBOL, JCL, DB2, VSAM, and CICS. You'll learn how to blend in newer technologies such as the cloud, AI and machine learning, and the use of microservices. This handbook is indispensable for enterprises looking to thrive in the new digital world. Learn strategies and approaches for mainframe DevOps Update and maintain existing mainframe code, and analyze and resolve common errors Apply modern approaches to the mainframe, including microservices, APIs, cloud, and AI and machine learning Work with datasets and databases and put together effective reports Understand how to work with modern cloud systems, like AWS, for pursuing data migration
    Note: Online resource; Title from title page (viewed July 25, 2022) , Mode of access: World Wide Web.
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  • 50
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    Running Lean, 3rd Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: We're building more products today than ever before, but most of them fail--not because we can't complete what we want to build but because we waste time, money, and effort building the wrong product. What we need is a systematic process for quickly vetting product ideas and raising our odds of success. That's the promise of Running Lean. In this inspiring book, Ash Maurya takes you through an exacting strategy for achieving a product/market fit for your fledgling venture. You'll learn ideas and concepts from several innovative methodologies, including the Lean Startup, business model design, design thinking, and Jobs-to-be-Done. This new edition introduces the continuous innovation framework and follows one entrepreneur's journey to uncover, design, and build a product that matters. Know when to "pivot" by changing your plan's course Maximize your efforts for speed, learning, and focus Learn the ideal time to raise your "big round" of funding Find a problem worth solving, then define a solution Engage your customers throughout the development cycle Continually test your product with smaller, faster iterations Build a feature, measure customer response, and verify or refute the idea
    Note: Online resource; Title from title page (viewed March 25, 2022) , Mode of access: World Wide Web.
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    Q# Pocket Guide (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098108830 , 1098108833
    Language: English
    Pages: 1 online resource (43 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.26/2
    Keywords: Quantum computing ; Programming languages (Electronic computers) ; Electronic books ; local ; Electronic books ; Quantum computing ; Programming languages (Electronic computers)
    Abstract: Q# is a domain-specific language for quantum programming that combines familiar "classical" language constructs with quantum-specific ones. Ideal for any developer familiar with--or willing to learn--the basics of quantum computing, this pocket guide quickly helps you find syntax and usage information for unfamiliar aspects of Q#. You'll explore the quantum software development lifecycle, from implementing the program to testing and debugging it to running it on quantum hardware, and you'll learn to use the tools provided by Microsoft's Quantum Development Kit for each step of the process. In this pocket guide, you'll find: Q# language details, including data types, statements, syntax, and expressions Guidelines for organizing Q# code and invoking it from different environments Information on simulators and tools in the Microsoft Quantum Development Kit Advice on testing and debugging tools and techniques for quantum programs
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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    Modern Linux System Administration (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (32 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: This essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins and IT pros and a handy study guide for those taking Linux certification exams. You'll turn to it frequently, not only because of the sheer volume of valuable information it provides but because of the real-world examples within and the clear, useful way the information is presented. With this book at your side, you'll be able to: Install Linux and perform initial setup duties, such as connecting to a network Navigate the Linux filesystem via the command line Install software from repositories and source and satisfy dependencies Set permissions on files and directories Create, modify, and remove user accounts Set up networking Format and mount filesystems Perform basic troubleshooting on hardware and software Create and manage logical volumes Work with SELinux Manage a firewall and iptables Shut down, reboot, and recover a system Perform backups and restores
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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    Learning Functional Programming (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098111724 , 1098111729
    Language: English
    Pages: 1 online resource (35 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.1/14
    Keywords: Functional programming (Computer science) ; Computational complexity ; Electronic books ; local ; Electronic books
    Abstract: Learn how to think and write code like a functional programmer. With this practical guide, software developers familiar with object-oriented programming will dive into the core concepts of functional programming and learn how to use both functional and OOP features together on large or complex software projects. Author Jack Widman uses samples from Java, Python, C#, Scala, and JavaScript to help you gain a new perspective and a set of tools for managing the complexity in your problem domain. You'll be able to write code that's simpler, reusable, easier to test and modify, and more consistently correct. This book also shows you how to use patterns from category theory to help bridge the gap between OOP and functional programming. Learn functional programming fundamentals and explore the way functional programmers approach problems Understand how FP differs from object-oriented and imperative programming Use a set of practical, applicable design patterns that model reality in a functional way Learn how to incorporate FP and OOP features into software projects Apply functional design patterns appropriately and use them to write correct, robust, and easily modifiable code
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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    Cloud Native DevOps with Kubernetes, 2nd Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (64 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Kubernetes has become the operating system of today's cloud native world, providing a reliable and scalable platform for running containerized workloads. In this friendly, pragmatic book, cloud experts Justin Domingus and John Arundel show your development and operations staff what Kubernetes can do--and what you can do with it. This updated second edition guides you through the growing Kubernetes ecosystem and provides practical solutions to everyday problems using tools currently in use in the software industry. You'll walk through an example containerized application running in Kubernetes step-by-step, from the development environment through the continuous deployment pipeline, with patterns you can use for your own applications. Make your development teams lean, fast, and effective by adopting Kubernetes and DevOps principles. Understand containers and Kubernetes--no experience necessary Run your own applications on managed cloud Kubernetes services or on-premises environments Design your own cloud native services and infrastructure Use Kubernetes to manage resource usage and the container lifecycle Optimize clusters for cost, performance, resilience, capacity, and scalability Learn the best tools for developing, testing, and deploying your applications Apply the latest industry practices for observability and monitoring Secure your containers and clusters in production
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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    What’s New in .NET 6 and C# 10 (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803234311
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Stay updated and level up your skills with the new .NET 6 features, C# 10 features, Hot Reload, .NET Upgrade Assistant, NET Interactive Assistant, and more About This Video Keep yourself updated with new features introduced in .NET 6 and C# 10 Each lesson in this course is bite-sized and easy to finish Practice activities are shared to improve code-writing skills with new features In Detail .NET is one of the most popular frameworks used to develop web, desktop, and mobile applications. The usage of C# has dramatically increased in recent times for productive development. Companies such as StackOverflow, UPS, GE Aviation, and Siemens use .NET as the framework for their software development. In this course, you will get familiarized with the new features introduced in .NET 6 and C# 10. We will cover topics such as What’s New in .NET 6, What’s New in C# 10, Hot Reload, .NET Upgrade Assistant, .NET Interactive Assistant, and some more advanced features in .NET 6. This course provides 2 hours of content along with practice activities. To help you better, it follows a step-by-step approach for learning new features introduced in .NET 6 and C# 10. By the end of this course, you will be aware of the new features introduced in .NET 6 and C# 10 and will be ready to apply the new features in your existing or new projects. Who this book is for This course will be beneficial for developers who use C# as their primary programming language, and architects who want to keep updated on the latest happenings in the development community. You should know C# basics to understand the new concepts covered in the course and Visual Studio Code or Visual Studio to try out the new concepts you learn from this course.
    Note: Online resource; Title from title screen (viewed January 25, 2022) , Mode of access: World Wide Web.
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    SC-300 : Microsoft Identity and Access Administrator (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803238043
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Pass your SC-300: Microsoft Identity and Access administrator exam with the help of this highly engaging and comprehensive guide. About This Video Implement an identity management solution, authentication, and access management solution Implement access management for apps, plan and implement an identity governance strategy A reference or end-to-end guide to pass your SC 300 exam from a Microsoft certified trainer In Detail The Microsoft Identity and Access Administrator designs, implements, and operates an organization’s identity and access management systems by using Azure Active Directory (Azure AD). They manage tasks such as providing secure authentication and authorization access to enterprise applications. The administrator provides seamless experiences and self-service management capabilities for all users. Adaptive access and governance are core elements to the role. This role is also responsible for troubleshooting, monitoring, and reporting for the identity and access environment. This course starts from implementing the initial configuration of Azure Active Directory. Then, create, configure, and manage identities. Followed by, implementing, and managing external identities. You will implement and manage hybrid identity, then plan and implement Azure multifactor authentication. Then manage user authentication, and plan, implement and administer conditional access. After that, you will manage Azure AD identity protection. Plan, implement and monitor the integration of enterprise apps for SSO and app registrations. Moving ahead, you will plan, implement, and manage entitlement and access reviews. Finally, you will see privileged access along with monitoring and maintaining Azure Active Directory. By the end of this course, you will gain the requisite knowledge and confidence to pass the SC-300: Microsoft Identity and Access administrator exam. Who this book is for This course is for security enthusiasts who want to complete the SC-300 certification. This is designed for those who would like to look at security from the identity perspective and want to be the identity security defenders of their organization. Basic knowledge of Azure and its components along with information security will be helpful. Work exposure to Active Directory, its usage, and its purpose is required but not mandatory.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    Radar Talks : Phil Balagtas on Futures Design and Thinking (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: As the craft of creation continues to evolve and require more strategic thinking, we must also evolve our mindset and tools to address today’s greatest political, social, environmental, and cultural challenges. Futures design and thinking provides a set of tools that can prepare us for the ever-changing landscape of the future and enable us to better assess the challenges of emerging technologies, climate change, and the implications of dynamic social structures. In this edition of Radar Talks, Design Futures Initiative founder Phil Balagtas takes a deep dive into the futures design and thinking methodology. You’ll learn how to use futures thinking as a strategic tool to uncover threats and opportunities on the near and distant horizon. Recorded on January 10, 2022. See the original event page for resources for further learning or watch recordings of other past events . The O’Reilly Radar Talks series brings you expert opinions on emerging topics through hour-long interactive events. In conversation with some of the industry’s top minds, you’ll look at the early signals indicating significant trends and new technologies that will shape the future—and discover how to begin forging these technologies now. Share your own predictions and ask your questions while gaining insight into our experts’ unique outlooks for the future.
    Note: Online resource; Title from title screen (viewed January 10, 2022) , Mode of access: World Wide Web.
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    Radar Talks : Rachel Roumeliotis on Technology Trends in 2022 (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 52 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: In this edition of Radar Talks, O’Reilly VP of content strategy Rachel Roumeliotis explores the technology trends that will help ensure you’re building a cloud-based, data-driven, and AI-enhanced business today that will be a catalyst for your success tomorrow. Learn what you need to know now, illustrated with usage and search stats from the O’Reilly learning platform and insights from O’Reilly’s respected editorial team. Recorded on February 1, 2022. See the original event page for resources for further learning or watch recordings of other past events . The O’Reilly Radar Talks series brings you expert opinions on emerging topics through hour-long interactive events. In conversation with some of the industry’s top minds, you’ll look at the early signals indicating significant trends and new technologies that will shape the future—and discover how to begin forging these technologies now. Share your own predictions and ask your questions while gaining insight into our experts’ unique outlooks for the future.
    Note: Online resource; Title from title screen (viewed February 1, 2022) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Python Foundation - Quick Jump Start for Programmers (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803232379
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Expand your coding skills and become a fluent and independent Python programmer About This Video Learn Python 3 programming language basics and fundamentals Learn and improve programming skills with more than 100 coding exercises Work on a micro-project challenge to solve a more significant problem In Detail Python is an excellent language to start programming with; it is powerful and easy to get started with. You can see results and run the code right away and most computers require truly little setup to start coding. This course is divided into four parts. You will first learn the basics and fundamentals of Python programming then improve with the help of practice exercises, work with the coding challenge, and finally implement all your learning to solve a project challenge. In the first part, with the help of video lectures and working examples, you will learn the language and its features that will help you build a solid foundation. In the second part, we will start practicing what we learned by doing simple practice exercises. These exercises will be super simple, and they will help you perfect and play with what you learned in the given section. The third part is to solve some complex coding challenges. These challenges will present you with a random problem combining everything that you learned in the previous sections. The fourth and final step is to apply everything you have learned and solve a business problem with the help of a micro-project. By the end of this course, you will be ready to work on real-world Python projects. Who this book is for This course is designed for beginners and experienced programmers new to Python programming who want to learn or improve their Python programming skills. Basic programming understanding is required.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    Fundamentals of Programming Using Flowchart and Pseudocode (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803237398
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 8 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A carefully selected approach for absolute beginners towards learning programming fundamentals. About This Video Master the programming and coding concepts that can be applied to any programming languages such as C, Python, C#, and so on Understand variables, operators, program flow, functions, comments, exceptions, and so on with demos Get exposed to the coding concepts of comments and exceptions In Detail This course will teach you the fundamentals of the programming language from the ground up. You will be taken through a carefully selected approach for absolute beginners towards learning programming fundamentals. You are looking for a direction to learn the fundamentals of programming languages. You want to understand coding concepts through an easier approach. You are looking for a helping hand to learn the basics of programming with assistance on each step of your journey. You are looking for ways to improve your current situation. You want to understand the fundamentals of programming to kick start an exciting career in the software industry. This course will help you in achieving them. This course covers introduction to programming fundamentals and explains various coding concepts of variables and their types, operators, conditional statements, loops, functions, comments, and exceptions. By the end of the course, you will have a solid foundation in the fundamentals of programming languages and coding constructs. You will be ready to create flowcharts and pseudocodes for given problem statements. Further, you will be more confident in learning a new programming language of your choice. Who this book is for This course is helpful for freshers, who are absolute beginners at coding. This course will give you an excellent head start towards an exciting programming career. For experienced non-IT professionals, who are looking for a career change as a software engineer. This course will provide you with a solid foundation in programming which is a necessity for your new career path. No prior knowledge of programming languages or coding is required. This course will cover everything you need to get started - from figuring out programming basics to following coding constructs.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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    30+ Web Projects with HTML, CSS, and JavaScript (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235806
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 hr., 28 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Master the front-end web development and the three core technologies of HTML, CSS, and JavaScript by building 30+ web projects. About This Video Understand how to build a modern webpage with the latest effects and techniques 30 different projects to help you master the technologies of HTML, CSS, and a little bit of JavaScript Understand how to create an animated landing page to make your webpage look more appealing In Detail We will build together more than 30 different and creative web projects with three core technologies—HTML, CSS, and JavaScript. If you have some basic knowledge of these technologies and still have some trouble creating your own web projects, or if you want to level up your developer and designer skills, then you have come to the right place. We will build more than 30 different web projects and they will be full of modern, nice, and beautiful effects and designs. We will start with simple projects, and we will go through some advanced ones as well. Using this course, you can get the inspiration that will help you enhance your projects and customize your portfolio. Mastering just these core technologies of front-end web development, you can create awesome and modern themes and simply get hired. Also, you will have enough knowledge to move on and learn other technologies such as some front-end frameworks and libraries, which nowadays are popular and highly demanded. By the end of the course, you will master front-end web development and gain the confidence to apply modern and creative effects and designs in your future projects. Who this book is for This course is for students who have some basic knowledge in HTML, CSS, and JS and want to build the portfolio website; for those who want to practice three core technologies—HTML, CSS, and JavaScript. It can be taken by those who have basic knowledge of front-end web development and want to develop their web designing skills.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    C# Object-Oriented Programming for Beginners in C# and .NET (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235110
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Be a part of this beginner-friendly and hands-on course to learn and implement all the pillars of the OOPs (Object Oriented Programming) concept in C#. About This Video Build CMS (College Management System) from scratch using OOP concepts Learn C# OOP concepts essential for any serious programming in C# .NET Each lesson in this course is bite-sized and easy to finish along with assignments to apply your learnings In Detail Employment of C# .NET developers is projected to grow much faster than the average for all occupations. .NET developers will be needed to respond to an increased demand for computer software. The skills you learn from this course will be relevant in the future and aid in learning advanced C# programming. The software industry is only going to grow bigger! This course will teach you the Object-Oriented Programming (OOP) concepts in C# programming language in .NET Core from the ground up. You will apply the learnings through assignments at the end of every section. You will be taken through a carefully selected approach towards learning these OOP concepts. This course will help you understand class, interfaces, inheritance, polymorphism, and so on through an easier approach. You will be mentored throughout each step of your learning process. By the end of this course, you will have a strong understanding of the Object-Oriented Programming (OOP) concepts in the C# programming language. Next, you will know how to apply OOP concepts in your everyday programming. Apart from this, you will be more confident to learn advanced C# programming concepts next. Finally, you will be ready to begin your career as a C# .NET programmer. Who this book is for This course is ideal for the beginners in C#, who know the basics of C# and want to take their next step towards learning OOP concepts in C# with .NET core and programmers from a different programming language, who have experience in a language other than C# and want to learn OOP syntax and usage in C#. Basic knowledge of C# is required to get the most out of this course but is not mandatory.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    Practical Python Data Wrangling and Data Quality (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (65 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: There are awesome discoveries to be made and valuable stories to be told in datasets--and this book will help you uncover them. Whether you already work with data or just want to understand its possibilities, the techniques and advice in this practical book will help you learn how to better clean, evaluate, and analyze data to generate meaningful insights and compelling visualizations. Through foundational concepts and worked examples, author Susan McGregor provides the tools you need to evaluate and analyze all kinds of data and communicate your findings effectively. This book provides a methodical, jargon-free way for practitioners of all levels to harness the power of data. Use Python 3.8+ to read, write, and transform data from a variety of sources Understand and use programming basics in Python to wrangle data at scale Organize, document, and structure your code using best practices Complete exercises either on your own machine or on the web Collect data from structured data files, web pages, and APIs Perform basic statistical analysis to make meaning from data sets Visualize and present data in clear and compelling ways
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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    Robust Python (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (55 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Do you use Python? Do you feel like your projects are getting bigger and bigger? Are you feeling the pain as your codebase grows and gets tougher to debug and maintain? Python is an easy language to learn and develop in, but that also means it's easy for systems to grow beyond comprehension quickly. Thankfully, Python has features that help developers overcome maintainability woes. In this book, we're going to look at how to effectively use Python's typing system to the max. We'll look at user defined types, such as classes and enums, as well as Python's type hinting system. We'll explore how to make your Python extensible, and how to have a comprehensive testing strategy as a safety net. At the end, you'll be able to write clearer and more maintainable code using Python types.
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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    Modern Data Protection (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (118 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Give your organization the data protection it deserves, without the uncertainty and cost overruns experienced by your predecessors or other companies. System and network administrators today have their work cut out for them to protect physical and virtual machines in the data center and the cloud, mobile devices in laptops and tablets, SaaS services like Microsoft 365, Google Workspace, and Salesforce, and any persistent data created by Kubernetes and container workloads. To help you navigate the breadth and depth of this challenge, this book presents several solutions so you can determine which one is right for your company. You'll learn the unique requirements that each workload presents, then explore various categories of commercial backup hardware, software, and services available to protect these data sources, including the advantages and disadvantages of each approach. Learn the workload types that your organization should be backing up Explore the hardware, software, and services you can use to back up your systems Understand what's wrong with your current data protection system Pair your backed-up workloads to the appropriate backup system Learn the adjustments you need to make to make your backups better, without wasting money
    Note: Online resource; Title from title page (viewed February 25, 2022) , Mode of access: World Wide Web.
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    Practical Fraud Prevention (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (33 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their experience of fraud fighting to provide best practices, methodologies, and tools to help your organization detect and prevent fraud and other malicious activities. Data scientists, data analysts, and fraud analysts will learn how to identify and quickly respond to attacks. You'll get a comprehensive view of typical incursions as well as recommended detection analytic methods. Online fraud is constantly evolving. This book helps experienced researchers safely guide and protect their organizations in the ever-changing fraud landscape. With this book, you will: Examine current fraud attacks and learn how to mitigate them Find the right balance between preventing fraud and providing a smooth customer experience Share insights across multiple business areas, including ecommerce and banking Evaluate potential risks for a new vertical, market, or product Train and mentor teams by initiating hackathons and kickstarting brainstorming sessions Get a framework of fraud methods and fraud-fighting analytics
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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    Graph-Powered Analytics and Machine Learning with TigerGraph (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098106621 , 1098106628
    Language: English
    Pages: 1 online resource (93 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.74
    Keywords: Databases ; Graph databases ; Electronic books ; local
    Abstract: With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected data: connect, analyze, and learn. Victor Lee, Xinyu Chan, and Gaurav Deshpande from TigerGraph present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and machine learning solutions for your organization. Use graph thinking to connect, analyze, and learn from data for advanced analytics and machine learning Learn how graph analytics and machine learning can deliver key business insights and outcomes Use five core categories of graph algorithms to drive advanced analytics and machine learning Deliver a real-time 360-degree view of core business entities, including customer, product, service, supplier, and citizen Discover insights from connected data through machine learning and advanced analytics
    Note: Online resource; Title from title page (viewed May 25, 2022) , Mode of access: World Wide Web.
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    Communicating with Data (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (157 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Data is a fantastic raw resource for powering change in an organization, but all too often the people working in those organizations don't have the necessary skills to communicate with data effectively. With this practical book, subject matter experts will learn ways to develop strong, persuasive points when presenting data to different groups in their organizations. Author Carl Allchin shows anyone how to find data sources and develop data analytics, and teaches those with more data expertise how to visualize data to convey findings to key business leaders more effectively. Once your business and data experts both possess the skills to work with data and interpret its significance, you can deal with questions and challenges in departments across your organization. Learn the fundamental data skills required to work with data Use data visualization to influence change in your organization Learn how to apply data techniques to effectively work with data end to end Understand how to communicate data points clearly and persuasively Appreciate why different stakeholders often have divergent needs and views Create a playbook for using data with different departments
    Note: Online resource; Title from title page (viewed January 25, 2022) , Mode of access: World Wide Web.
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    CockroachDB : The Definitive Guide (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (59 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Get the lowdown on CockroachDB, the elastic SQL database built to handle the demands of today's data-driven world. With this practical guide, software developers, architects, and DevOps teams will discover the advantages of building on a distributed SQL database. You'll learn how to create applications that scale elastically and provide seamless delivery for end users while remaining exceptionally resilient and indestructible. Written from scratch for the cloud and architected to scale elastically to handle the demands of cloud native and open source, CockroachDB makes it easier to build and scale modern applications. If you're familiar with distributed systems, you'll quickly discover the benefits of strong data correctness and consistency guarantees as well as optimizations for delivering ultralow latencies to globally distributed end users. With this thorough guide, you'll learn how to: Plan and build applications for distributed infrastructure, including data modeling and schema design Migrate data into CockroachDB Read and write data and run ACID transactions across distributed infrastructure Optimize queries for performance across geographically distributed replicas Plan a CockroachDB deployment for resiliency across single-region and multiregion clusters Secure, monitor, and optimize your CockroachDB deployment
    Note: Online resource; Title from title page (viewed April 25, 2022) , Mode of access: World Wide Web.
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    Responsible AI (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (63 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The past decade has witnessed a wide adoption of artificial intelligence and machine learning (AI/ML) technologies. However, a lack of oversight into their widespread implementation has resulted in harmful outcomes that could have been avoided with proper oversight. Before we can realize AI/ML's true benefit, practitioners must understand how to mitigate its risks. This book describes responsible AI, a holistic approach for improving AI/ML technology, business processes, and cultural competencies that builds on best practices in risk management, cybersecurity, data privacy, and applied social science. It's an ambitious undertaking that requires a diverse set of talents, experiences, and perspectives. Data scientists and nontechnical oversight folks alike need to be recruited and empowered to audit and evaluate high-impact AI/ML systems. Authors Patrick Hall and Rumman Chowdhury created this guide for a new generation of auditors and assessors who want to make AI systems better for organizations, consumers, and the public at large. Learn how to create a successful and impactful responsible AI practice Get a guide to existing standards, laws, and assessments for adopting AI technologies Look at how existing roles at companies are evolving to incorporate responsible AI Examine business best practices and recommendations for implementing responsible AI Learn technical approaches for responsible AI at all stages of system development
    Note: Online resource; Title from title page (viewed August 25, 2022) , Mode of access: World Wide Web.
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    Ansible : Up and Running, 3rd Edition (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781098109127 , 1098109120
    Language: English
    Pages: 1 online resource (58 pages)
    Edition: 3rd edition
    Parallel Title: Erscheint auch als
    DDC: 004.068/8
    Keywords: Configuration management ; Programming languages (Electronic computers) ; Open source software ; Electronic books ; local ; Electronic books
    Abstract: Among the many configuration management tools available, Ansible has some distinct advantages: It's minimal in nature. You don't need to install anything on your nodes. And it has an easy learning curve. With this updated third edition, you'll quickly learn how to be productive with this tool, whether you're a developer deploying code to production or a system administrator looking for a better automation solution. Authors Bas Meijer, Lorin Hochstein, and Rene Moser show you how to write playbooks (Ansible's configuration management scripts), manage remote servers, and explore the tool's real power: built-in declarative modules. You'll learn how Ansible has all the functionality you need and the simplicity you desire. Explore Ansible configuration management and deployment Learn how to apply Ansible best practices Understand how to use the new collections format Create a local development environment Generate reusable Ansible content for open source middleware Build container images, images for cloud instances, and cloud computing instances Ready to use Ansible for mission-critical work? With this new edition, you'll learn how to eliminate the guesswork and assumptions when using software engineering methods to validate code quality.
    Note: Online resource; Title from title page (viewed September 25, 2022) , Mode of access: World Wide Web.
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    Software Architecture Hour with Neal Ford : The Future of Software with Martin Fowler (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: To meet the critical needs of modern business, software must now be able to react quickly to changes, allowing new features to be conceived, developed, and put into production rapidly. This requirement to respond fluently to changes has an important impact upon the architecture of a software system: software has to be built in such a way that it’s able to adapt to unexpected changes in features and can be regularly revised and refactored to meet a product’s goals. Join us for a special conversation with Neal Ford and software development thought leader and ThoughtWorks chief scientist Martin Fowler. They’ll explore the interplay between the shift toward Agile thinking and the technical patterns and practices that make Agile software development practical. While the specifics of technology can change rapidly, the fundamental best practices and patterns you’ll learn are more stable and will allow you to respond more fluently to changes. Neal and Martin spend a few minutes covering the trends in software architecture that are driving the need for change, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Learn how to make Agile software development practical See what’s coming next with software architecture This recording of a live event is for you because… You want to better understand what you can do to improve your software architecture. You want to discover ways to adapt to unexpected changes in features. Recommended follow-up: Read Refactoring: Improving the Design of Existing Code (book) Read Patterns of Enterprise Application Architecture (book) Read Software Architecture: The Hard Parts (book) Read Fundamentals of Software Architecture (book) Take Software Architecture by Example (live online training course with Mark Richards and Neal Ford) Take Comparing Software Architectures (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed January 6, 2022) , Mode of access: World Wide Web.
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    Infrastructure and Ops Hour with Sam Newman : Incident Analysis and Resilience Engineering with Jessica DeVita (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Incidents are inevitable in complex systems, but learning from these events shouldn’t require assigning blame. Workers on the front lines have much to contribute to a company’s understanding of how failures happen—and to how to prevent them from happening in the future. Join us for a special conversation about resilience engineering with Sam Newman and incident analysis pro Jessica DeVita. They’ll discuss what resilience engineering is and why it matters for infrastructure and operations in particular, walk you through how to learn from incidents while maintaining your teams’ cohesion, and explain how to use that knowledge to drive design decisions with intentionality. They’ll spend a few minutes covering the trends that are influencing infrastructure, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around incident analysis See what’s coming next for infrastructure and ops This live event is for you because… You’re looking for ways to improve your incident response and engineering environment. You want to learn about the foundations of resilience engineering, a discipline that combines safety science with human factors, and understand why resilience depends more on people than on technology. Recommended follow-up: Read 97 Things Every SRE Should Know (book) Read Incident Metrics in SRE (report) Watch Infrastructure & Ops Superstream Series: SRE Edition (recorded Superstream event)
    Note: Online resource; Title from title screen (viewed January 5, 2022) , Mode of access: World Wide Web.
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    Software Architecture Superstream : Software Architecture Patterns (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Just as developers use design patterns in software development, architects use architecture patterns to define the characteristics and shape of the architecture of a system. Using the right architecture pattern is critical because once in place the architecture is very hard to change. Using the wrong architecture pattern (or no pattern at all) can be a very costly mistake, resulting in an architecture that may not work. But how do you decide which pattern to use? Join us for four hours of sessions on some of the most popular and useful architectural patterns and how to implement them at your organization. About the Software Architecture Superstream Series: This five-part series of half-day online events focuses on the hottest topics in software architecture, giving you the insights to keep pace with what’s next while still accommodating legacy needs. Both seasoned software architects and those looking to break into the field will learn new skills and the latest information on the tools and technologies they need to succeed. What you’ll learn and how you can apply it Understand the similarities and differences between architecture patterns and design patterns Learn how to use patterns in microservices-style architectures Get a glimpse of the future of event-driven architectures and patterns This live event is for you because… You're a senior-level developer who wants to make the move to architect. You're a practicing software architect who wants to hone your skills and learn new software architecture techniques and practices. You want to better understand how to use patterns to improve your software architecture. Recommended follow-up: Listen to Microservices Patterns (audiobook) or read the book Read Software Architecture Patterns (report) Watch Software Architecture Fundamentals (video) Read Building Micro-Frontends (early release book) Read Fundamentals of Software Architecture (book) Watch Introduction to Cloud Native Architecture Patterns (video)
    Note: Online resource; Title from title screen (viewed January 26, 2022) , Mode of access: World Wide Web.
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    Practical Python : Learn Python Basics Step by Step- Python 3 (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803246680
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: A hands-on comprehensive course to master the core basics of Python 3 to dive into the world of coding with Python. About This Video Learn to write your first Python code and run it Discover Python OOP (Object-Oriented Programming) Get introduced to inheritance and composition (OOP) In Detail The course is recorded with the latest Python version: Python 3. It is a practical focused course, thus making it compressive and easy to follow for beginners stepping into the world of programming. The course is divided into four levels. The first level is about Python shell, variables, data types, lists, and user input. The second level will take you through Python IDE (PyCharm), comments, functions, and scope. The third level is about conditions (if) and loops, followed by the fourth level, which is to read/write to a file, use and create Python modules, and run a Python program from the terminal. There is also a bonus lesson on OOP (Object-Oriented Programming). Learning OOP will help you enhance your skills further. By the end of the course, you will have a strong foundation in Python and you will be able to build on that foundation with confidence. Who this book is for This course is for complete beginners who want to learn Python basics in a straightforward way. Even if you are a programming beginner who started with another language and want to jump to Python, you can opt for this course. This course is also for Python developers who want a quick refresher course, or anyone interested in web development, robotics, artificial intelligence, video games development, and data science.
    Note: Online resource; Title from title screen (viewed January 25, 2022) , Mode of access: World Wide Web.
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    JavaScript DOM Projects for Interactive Dynamic Webpages (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803230245
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 49 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Explore how you can create amazing mini projects to learn JavaScript - grow your portfolio - expand your skills! About This Video Get started with JavaScript DOM coding and development Create fun interactive games and components with JavaScript Learn to detect collision between page elements with JavaScript DOM In Detail JavaScript can bring your web pages to life. Select page elements, make changes and update them as needed. Power up your web pages. Create amazing content on your pages, driven dynamically with JavaScript. Projects within this course are designed to help you learn more about JavaScript and interacting with the DOM. Learn by example, this course is loaded with fun projects to help you learn and prove what can be done with JavaScript. First is an introduction to the DOM and how JavaScript can create page interactions. Explore how to write JavaScript code, select page elements, and more. This course is loaded with useful projects to help you learn more about creating interactive and dynamic web content with JavaScript. The course covers the following topics: JavaScript projects DOM interactive Dynamic webpages Introduction to web development Course resource guide JavaScript starter projects DOM simple projects to start coding JavaScript DOM interactive components and useful projects JavaScript DOM fun projects Interactive DOM elements By the end of the course, you will be able to create interactive and dynamic web content with JavaScript. Who this book is for This course is for JavaScript developers, web designers, web application developers, web masters, and for anyone who wants to create fun web projects and someone who wants to learn more about JavaScript and the DOM. Beginner JavaScript knowledge is needed as the course covers only JavaScript relevant to the building of the game. Also, HTML and CSS knowledge is essential as the scope of this course is all focused-on JavaScript.
    Note: Online resource; Title from title screen (viewed January 19, 2022) , Mode of access: World Wide Web.
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    Infrastructure & Ops Superstream : Observability (2022)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Observability—a measure of how well internal states of a system can be inferred from its outputs—is crucial for engineering, managing, and improving complex business-critical systems. Join us to learn how observability can help any software engineering team gain a deeper understanding of system performance, so you can perform ongoing maintenance and ship the features your customers need. About the Infrastructure & Ops Superstream Series: This four-part Superstream series guides you through what you need to know about modernizing your organization’s infrastructure and operations, with each event day covering different topics and lasting no more than four hours. They’re packed with the expert insights, skills, and tools that will help you effectively manage existing legacy systems while migrating to modern, scalable, cost-effective infrastructures—with no interruption to your business. What you’ll learn and how you can apply it Gain a deeper understanding of system performance so you can perform ongoing maintenance and ship the features your customers need Understand how to build an observability-driven development practice Discover how your production services are really performing right now This recording of a live event is for you because… You’re a developer who wants to learn the basics of observability and how to use it in your system. You want to better understand how observability can be used with data. You want to know what the future holds for observability and infrastructure and operations. Recommended follow-up: Read Observability Engineering (book) Read Kubernetes Security and Observability (book) Watch Observability at Google (video) Read Linux Observability with BPF (book) (Watch Case Study: How Lightstep Implemented Observability (recorded event))
    Note: Online resource; Title from title screen (viewed January 12, 2022) , Mode of access: World Wide Web.
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    C# Basics for Absolute Beginners in C# and .NET (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235837
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Learn the fundamentals of C# .NET programming from the ground up About This Video Build a solid foundation on the basics of C# programming language and coding constructs Lots of demos showing how to use newly learned C# coding constructs Each lesson in this course is bite-sized and easy to finish In Detail C# is a simple, yet modern Object-Oriented Programming language developed by Microsoft within its .Net initiative. This comprehensive course will help you understand the fundamentals of coding with C# in .NET environment. In this course, you will start from the basics and cover the basics of the C# programming language right from setting up the .NET development environment. Then move to an overview of .NET, C# coding concepts such as variables, operators, selection, and iterative statements, debugging C# programs, and more. Each concept is explained with the help of practical demonstrations showing how to use newly learned C# coding constructs. This is a beginner-level course, and some programming experience is suggested but not required. By the end of this course, you will have a solid foundation in the basics of C# programming language and coding constructs, gain more confidence to learn advanced C# programming concepts, and will be ready to begin your career as a C# .NET programmer. Who this book is for This course is designed for absolute beginners, who are completely new to C# and .NET. Programmers who have experience in a language other than C# can also opt for this course. No prior C# or .NET coding experience is required.
    Note: Online resource; Title from title screen (viewed January 14, 2022) , Mode of access: World Wide Web.
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    AWS Certified Cloud Practitioner CLF-C01 : Exam and Beyond (2022)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803235011
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: This course covers everything you should learn to clear the AWS Cloud Practitioner Certification Exam CLF-C01. About This Video Learn AWS Cloud fundamentals with hands-on working knowledge AWS Cloud architecture, services, and concepts beyond the exam Explore Amazon S3 and other storage services In Detail This course is structured into 14 sections. The first section gives you some preliminary information about the course and what you should do before you start the course. The second section of this course is to help you get started with cloud computing and the AWS Cloud platform. It will make you familiar with some cloud computing concepts, terminologies, and AWS Cloud platform. The third section onwards is designed to cover specific areas of AWS cloud computing. For example, section three starts with networking basics and takes you deep into AWS networking. The fourth is dedicated to identity and access management in AWS. Similarly, section five takes you deep into the Amazon EC2, and so on. Each section is dedicated to a specific area, so you don't lose focus and relation amongst the services. It explains various topics such as database and analytics services, containers and serverless, developer tools and DevOps services, account management and billing, and so on. The last section presents you with some tips and guidance on preparing for the exam and how to attempt exam questions. By the end of the course, you will be confident enough to crack the AWS Certified Cloud Practitioner Exam. Who this book is for This course is for software engineering professionals willing to pass the AWS Certified Cloud Practitioner Certification. It is also for IT professionals willing to learn and master AWS Cloud core concepts and working knowledge.
    Note: Online resource; Title from title screen (viewed January 31, 2022) , Mode of access: World Wide Web.
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    Alteryx Masterclass for Data Analytics, ETL and Reporting (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231273
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Alteryx Bootcamp for analytics automation and ETL. Perform data analysis and create reports using Alteryx Designer within a weekend. About This Video Well-designed curriculum on the most used functionalities of Alteryx in a business environment Concise yet complete Alteryx course along with downloadable resources on Alteryx Business-related examples and case studies for learning Alteryx and becoming an Alteryx designer In Detail Data analysis and analytics process automation are the most sought-after skills for data analysis roles in all companies. Nowadays, business requires an individual to build data pipelines and analytics tools. This course lets you create workflows to automate the data analytics process and answer Alteryx related interview questions within a week. The course starts with setting up the environment and installing Alteryx on your system. After that, you'll look at the entire process of data extraction, preparation, transformation and reporting using Alteryx. Then, you'll start with a practical case study and complete the entire process step-by-step. First, you'll learn, how to extract the data from several types of data sources such as CSV, TXT, ZIP, SQL, XML, and even cloud storage like AWS and many more. Then, you'll do data cleaning, data validation, data transformation, and finally find insights from the data which can help take business decisions. After that, you'll put all the insights in the form of a PDF report and mail it using Alteryx. Finally, you'll automate this entire process and schedule the workflow on your PC. By the end of this course, you will gain confidence in extracting data from all the popular data sources, transforming the data in all the ways business is required, finding insights from the data, and communicating them in the form of a report. Who this book is for An existing business or data analyst who wants to expand on his/her current skills or students who want to start a career in the field of data analytics and automation will be highly benefitted from this course along with ETL developers and data process automation developers. Business managers who want to understand the entire ETL and analytics process and become capable of implementing it will also enjoy it thoroughly. A basic understanding of the data storage concepts will be helpful but not mandatory. Coding background is not at all required for this course.
    Note: Online resource; Title from title screen (viewed November 30, 2021) , Mode of access: World Wide Web.
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    React JS and Python Django Full Stack Master Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803236209
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Explore various databases such as Microsoft SQL Server, MySQL, MongoDB, PostgreSQL, and SQLite. About This Video Learn how to upload an image and save it on the backend server Explore about adding a bootstrap table with custom sorting and filtering features Learn about modal pop-up window with drop-down and date picker In Detail The demand for a full-stack web developer is the highest compared to any technology professional. They are paid exceptionally well both in companies and as freelancers. This is because full-stack web developers have a diverse set of skills; they are good at database development, backend development, and frontend development. In this course, you will learn full-stack web development with React JS for the frontend and Python Django for the backend. We will build the same backend project with different databases such as Microsoft SQL Server, MySQL, MongoDB, PostgreSQL, and SQLite. This course is divided into the following sections: React JS, Python Django, and MongoDB React JS, Python Django, and MySQL React JS, Python Django, and PostgreSQL React JS, Python Django, and Microsoft SQL Server React JS, Python Django, and SQLite By the end of the course, you will learn the various databases and will create a backend project. Who this book is for This course is for Python developers, backend developers, frontend developers, Angular and React developers. A basic understanding of HTML, CSS, JavaScript, and Python programming is needed.
    Note: Online resource; Title from title screen (viewed December 23, 2021) , Mode of access: World Wide Web.
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    Google Data Studio A-Z for Data Visualization and Dashboards (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803247465
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 10 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: This course is designed to teach you not only how to draw all types of charts in Google Data Studio but also advanced Data Studio specific features. About This Video Learn how to use Google Data Studio to turn your data into fully customizable informative reports and dashboards that are easy to read and share Ample practice exercises because data visualization and Google Data Studio require practice Downloadable resources for learning Google Data Studio and data visualization In Detail This course covers everything you need to create insightful and dynamic reports using Google Data Studio in the professional workplace. It covers the following contents: Theoretical concepts - This lecture covers the prerequisite understanding of key terminologies and concepts before we start to work on Google Data Studio. All charts and tables in Data Studio - We cover all the available chart types one by one. It includes data tables, scorecards, bar charts, time series, pie charts, GeoMaps, pivot tables, and many more. Data filter controls - This lecture covers the filtering options that can be given to the report viewers so that each viewer can filter the data and see only what s/he wants to see. Branding the report - Branding a report is a very popular business practice and we will see how we can do it using the brand logo and brand colors. Embedding external content - We can add videos, quizzes, feedback forms, company websites to our report. By the end of this course, your confidence in using Google Data Studio for data visualization will soar. You'll have a thorough understanding of how to use Google Data Studio to create insightful dashboards and beautiful reports. Who this book is for This course is for students who wish to join the field of analytics and for working professionals looking to learn a powerful dashboarding and data visualization tool. Whether you’re new to data visualization or Google Data Studio, or you’ve made some charts and graphs using some data visualization software such as MS Excel or Tableau, this course will be great for you.
    Note: Online resource; Title from title screen (viewed December 22, 2021) , Mode of access: World Wide Web.
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    Google BigQuery and PostgreSQL : BigQuery for Data Analysis (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803237633
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos
    Abstract: Upskill your skillset on SQL and PostgreSQL by taking up this course. About This Video Carefully designed curriculum teaching you everything in SQL and Google BigQuery that you will need for data analysis in businesses Business-related examples and case studies on SQL and Google BigQuery Ample practice exercises on Google BigQuery because SQL and Google BigQuery require practice In Detail SQL is the most universal and commonly used database language. It powers the most used database engines such as PostgreSQL, SQL Server, SQLite, and MySQL. It is not difficult to learn SQL. SQL is not a programming language, it's a query language. The primary objective where SQL was created was to give the possibility to common people to get interested data from a database. It is also an English-like language so anyone who can use English at a basic level can write SQL query easily. SQL is easy but no one can determine the learning time it takes. It totally depends on you. The method we have adopted to help you learn SQL quickly starts from the basics and takes you to an advanced level within hours. You can follow the same but remember, you can learn nothing without practicing it. PostgreSQL is one of several database systems, or RDMS (Relational Database Management System), of which others are Oracle, Informix, MySQL, and MSQL. All these RDMSs use SQL as their language. Each of them has minor variations in the "dialect" of SQL that they use, but it's all still SQL. By the end of this course, your confidence in using Google BigQuery and PostgreSQL will soar. You'll have a thorough understanding of how to use Google BigQuery and PostgreSQL for data analytics as a career opportunity. Who this book is for This course can be taken by any working professionals beginning their data journey and for anyone curious to master SQL from beginner to advanced levels in a short span of time.
    Note: Online resource; Title from title screen (viewed November 29, 2021) , Mode of access: World Wide Web.
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    Supercharge Your Applications with GraalVM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800564909
    Language: English
    Pages: 1 online resource (356 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Understand the internals and architecture of GraalVM with the help of hands-on experiments and gain deep knowledge that you can apply to improve your application's performance, interoperability, and throughput. Key Features Generate faster and leaner code with minimum computing resources for high performance Compile Java applications faster than ever to a standalone executable called native images Create high-performance polyglot applications that are compatible across various JVM and non-JVM languages Book Description GraalVM is a universal virtual machine that allows programmers to compile and run applications written in both JVM and non-JVM languages. It improves the performance and efficiency of applications, making it an ideal companion for cloud-native or microservices-based applications. This book is a hands-on guide, with step-by-step instructions on how to work with GraalVM. Starting with a quick introduction to the GraalVM architecture and how things work under the hood, you'll discover the performance benefits of running your Java applications on GraalVM. You'll then learn how to create native images and understand how AOT (ahead-of-time) can improve application performance significantly. The book covers examples of building polyglot applications that will help you explore the interoperability between languages running on the same VM. You'll also see how you can use the Truffle framework to implement any language of your choice to run optimally on GraalVM. By the end of this book, you'll not only have learned how GraalVM is beneficial in cloud-native and microservices development but also how to leverage its capabilities to create high-performing polyglot applications. What you will learn Gain a solid understanding of GraalVM and how it works under the hood Work with GraalVM's high performance optimizing compiler and see how it can be used in both JIT (just-in-time) and AOT (ahead-of-time) modes Get to grips with the various optimizations that GraalVM performs at runtime Use advanced tools to analyze and diagnose performance issues in the code Compile, embed, run, and interoperate between languages using Truffle on GraalVM Build optimum microservices using popular frameworks such as Micronaut and Quarkus to create cloud-native applications Who this book is for This book is for JVM developers looking to optimize their application's performance. You'll also find this book useful if you're a JVM developer looking to explore options to ...
    Note: Online resource; Title from title page (viewed June 30, 2021) , Mode of access: World Wide Web.
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    Learning and Operating Presto (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (48 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The Presto community has mushroomed since its origins at Facebook in 2012. But ramping up this distributed SQL query engine can be challenging even for the most experienced engineers. This practical book shows you how to begin Presto operations at your organization to derive insights on datasets wherever they reside. Authors Vivek Bharathan, David Simmen, and George Wang explain what Presto is, where it came from, and how it differs from other data warehousing solutions. You’ll discover why Facebook, Uber, Twitter, and cloud providers including AWS, Google Cloud, and Alibaba use Presto and how you can quickly deploy Presto in production. You’ll learn about: Presto security and administration Syntax and connectors Top 15 key configuration parameters Clusters and tuning Troubleshooting: logs, error messages, and more Extending Presto for real-time business insight Extending PrestoDB
    Note: Online resource; Title from title page (viewed November 25, 2021) , Mode of access: World Wide Web.
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    Exam Ref AZ-304 Microsoft Azure Architect Design Certification and Beyond (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800566934
    Language: English
    Pages: 1 online resource (520 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Master the Microsoft Azure platform and prepare for the AZ-304 certification exam by learning the key concepts needed to identify key stakeholder requirements and translate these into robust solutions Key Features Build secure and scalable solutions on the Microsoft Azure platform Learn how to design solutions that are compliant with customer requirements Work with real-world scenarios to become a successful Azure architect, and prepare for the AZ-304 exam Book Description The AZ-304 exam tests an architect's ability to design scalable, reliable, and secure solutions in Azure based on customer requirements. Exam Ref AZ-304 Microsoft Azure Architect Design Certification and Beyond offers complete, up-to-date coverage of the AZ-304 exam content to help you prepare for it confidently, pass the exam first time, and get ready for real-world challenges. This book will help you to investigate the need for good architectural practices and discover how they address common concerns for cloud-based solutions. You will work through the CloudStack, from identity and access through to infrastructure (IaaS), data, applications, and serverless (PaaS). As you make progress, you will delve into operations including monitoring, resilience, scalability, and disaster recovery. Finally, you'll gain a clear understanding of how these operations fit into the real world with the help of full scenario-based examples throughout the book. By the end of this Azure book, you'll have covered everything you need to pass the AZ-304 certification exam and have a handy desktop reference guide. What you will learn Understand the role of architecture in the cloud Ensure security through identity, authorization, and governance Find out how to use infrastructure components such as compute, containerization, networking, and storage accounts Design scalable applications and databases using web apps, functions, messaging, SQL, and Cosmos DB Maintain operational health through monitoring, alerting, and backups Discover how to create repeatable and reliable automated deployments Understand customer requirements and respond to their changing needs Who this book is for This book is for Azure Solution Architects who advise stakeholders and help translate business requirements into secure, scalable, and reliable solutions. Junior architects looking to advance their skills in the Cloud will also benefit from this book. Experience with the Azure platform is expected, and a general understandi...
    Note: Online resource; Title from title page (viewed July 23, 2021) , Mode of access: World Wide Web.
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    Programming the Internet of Things (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (93 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn how to program the Internet of Things with this hands-on guide. By breaking down IoT programming complexities in step-by-step, building-block fashion, author and educator Andy King shows you how to design and build your own full stack, end-to-end IoT solution—from device to cloud. This practical book walks you through tooling, development environment setup, solution design, and implementation. You’ll learn how a typical IoT ecosystem works, as well as how to tackle integration challenges that crop up when implementing your own IoT solution. Whether you’re an engineering student learning the basics of the IoT, a tech-savvy executive with a company embarking on an IoT journey, or a programmer building your own smart house solution, this practical book will help you get started. Design an end-to-end solution that implements an IoT use case Set up an IoT-centric development and testing environment Organize your software design by creating abstractions in Python and Java Use MQTT, CoAP, and other protocols to connect IoT devices and services Create a custom JSON-based data format that’s consumable across a range of platforms and services Use cloud services to support your IoT ecosystem and provide business value for stakeholders
    Note: Online resource; Title from title page (viewed July 25, 2021) , Mode of access: World Wide Web.
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    Applied Natural Language Processing in the Enterprise (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (350 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: NLP is one of the hottest topics in AI today. Having lagged for years behind other deep learning fields such as computer vision, NLP only recently gained mainstream popularity. Google, Facebook, and OpenAI have open-sourced large pretrained language models, but many organizations today still struggle with building and adopting NLP applications. This hands-on guide helps you learn the process quickly. If you have a basic to intermediate understanding of machine learning and programming experience with Python, you’ll learn how to build and deploy real-world NLP applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai walk you through the process without bogging you down in theory. Understand how state-of-the-art NLP models work Learn the tools of the trade, including frameworks popular today Perform NLP tasks such as text classification, semantic search, and reading comprehension Solve problems using new models like transformers and techniques such as transfer learning Build NLP models from scratch with performance comparable or superior to out-of-the-box systems Deploy your models to production and maintain their performance Implement a suite of NLP algorithms using Python and PyTorch
    Note: Online resource; Title from title page (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Introducing MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Instead, many of these ML models do nothing more than provide static insights in a slideshow. If they aren't truly operational, these models can't possibly do what you've trained them to do. This book introduces practical concepts to help data scientists and application engineers operationalize ML models to drive real business change. Through lessons based on numerous projects around the world, six experts in data analytics provide an applied four-step approach-Build, Manage, Deploy and Integrate, and Monitor-for creating ML-infused applications within your organization. You'll learn how to: Fulfill data science value by reducing friction throughout ML pipelines and workflows Constantly refine ML models through retraining, periodic tuning, and even complete remodeling to ensure long-term accuracy Design the ML Ops lifecycle to ensure that people-facing models are unbiased, fair, and explainable Operationalize ML models not only for pipeline deployment but also for external business systems that are more complex and less standardized Put the four-step Build, Manage, Deploy and Integrate, and Monitor approach into action
    Note: Online resource; Title from title page (viewed February 25, 2021) , Mode of access: World Wide Web.
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    Practical Process Automation (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (260 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: In today’s IT architectures, microservices and serverless functions play an increasingly important role. But how can you create meaningful, comprehensive, and connected business solutions if the individual components are decoupled and independent by design? This book provides a framework through examples and practical advice, and reveals how you can design complex processes in such an environment to deliver true business value. Systems that become more distributed, asynchronous, and reactive usually require state handling to deal with long-running interactions. Author Bernd Ruecker demonstrates how to use process automation technology to apply typical long-running patterns around resiliency, messaging, orchestration, or consistency without forcing your service implementation to become stateful itself. With this guide, you’ll discover how process automation compares to business process management, service-oriented architecture, batch processing, event streaming, and data pipeline solutions. Learn how to utilize process automation in cloud-scale or low-latency scenarios Explore options for designing architecture that facilitates process automation Learn methods for modeling processes properly to avoid potential pitfalls Understand the difference between orchestration and choreography and how to balance both Examine process automation use cases to learn viable solutions and appreciate the possibilities
    Note: Online resource; Title from title page (viewed March 25, 2021) , Mode of access: World Wide Web.
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    Programming iOS 14 (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1208 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you’re grounded in the basics of Swift, Xcode, and the Cocoa framework, this book provides a structured explanation of all essential real-world iOS app components. Through deep exploration and copious code examples, you’ll learn how to create views, manipulate view controllers, and add features from iOS frameworks. Create, arrange, draw, layer, and animate views that respond to touch Use view controllers to manage multiple screens of interface Master interface classes for scroll views, table views, text, popovers, split views, web views, and controls Dive into frameworks for sound, video, maps, and sensors Access user libraries: music, photos, contacts, and calendar Explore additional topics, including files, networking, and threads Stay up-to-date on iOS 14 innovations, such as: Multicolor symbol images Control action closures and menus Table view cell configuration objects Collection view lists and outlines New split view controller architecture Pointer customization on iPad And more! Want to brush up on the basics? Pick up iOS 14 Programming Fundamentals with Swift to learn about Swift, Xcode, and Cocoa. Together with Programming iOS 14 , you’ll gain a solid, rigorous, and practical understanding of iOS 14 development.
    Note: Online resource; Title from title page (viewed January 25, 2021) , Mode of access: World Wide Web.
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    Certified Kubernetes Application Developer (CKAD) Study Guide (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Developers with the ability to operate, troubleshoot, and monitor applications in Kubernetes are in high demand today. To meet this need, the Cloud Native Computing Foundation created a certification exam to establish a developer’s credibility and value in the job market to work in a Kubernetes environment. The Certified Kubernetes Application Developer (CKAD) exam is different from the typical multiple-choice format of other certifications. Instead, the CKAD is a performance-based exam that requires deep knowledge of the tasks under immense time pressure. This study guide walks you through all the topics you need to fully prepare for the exam covering Kubernetes 1.18. Author Benjamin Muschko also shares his personal experience with preparing for all aspects of the exam. Learn when and how to apply Kubernetes concepts to manage an application Understand the objectives, abilities, and tips and tricks needed to pass the CKAD exam Explore the ins and outs of the kubectl command-line tool Demonstrate competency for performing the responsibilities of a Kubernetes application developer Solve real-world Kubernetes problems in a hands-on command-line environment Navigate and solve questions during the CKAD exam
    Note: Online resource; Title from title page (viewed October 25, 2021) , Mode of access: World Wide Web.
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    Data Science at the Command Line, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (33 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 80 tools—useful whether you work with Windows, macOS, or Linux. You’ll quickly discover why the command line is an agile, scalable, and extensible technology. Even if you’re comfortable processing data with Python or R, you’ll learn how to greatly improve your data science workflow by leveraging the command line’s power. This book is ideal for data scientists, analysts, and engineers; software and machine learning engineers; and system administrators. Obtain data from websites, APIs, databases, and spreadsheets Perform scrub operations on text, CSV, HTM, XML, and JSON files Explore data, compute descriptive statistics, and create visualizations Manage your data science workflow Create reusable command-line tools from one-liners and existing Python or R code Parallelize and distribute data-intensive pipelines Model data with dimensionality reduction, clustering, regression, and classification algorithms
    Note: Online resource; Title from title page (viewed September 25, 2021) , Mode of access: World Wide Web.
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    The Cybersecurity Manager's Guide (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (225 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you're a leader in Cybersecurity, then you know it often seems like no one cares about--or understands--information security. Infosec professionals struggle to integrate security into their companies. Most are under resourced. Most are at odds with their organizations. There must be a better way. This essential manager's guide offers a new approach to building and maintaining an information security program that's both effective and easy to follow. Author and longtime infosec leader Todd Barnum upends the assumptions security professionals take for granted. CISOs, CSOs, CIOs, and IT security professionals will learn a simple seven-step process that will help you build a new program or improve your current program. Build better relationships with IT and other teams within your organization Align your role with your company's values, culture, and tolerance for information loss Lay the groundwork for your security program Create a communications program to share your team's contributions and educate your coworkers Transition security functions and responsibilities to other teams Organize and build an effective infosec team Measure your progress with two key metrics: your staff's ability to recognize and report security policy violations and phishing emails
    Note: Online resource; Title from title page (viewed April 25, 2021) , Mode of access: World Wide Web.
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    Learning MySQL, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (146 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Get a comprehensive overview on how to set up and design an effective database with MySQL. This thoroughly updated edition covers MySQL’s latest version, including its most important aspects. Whether you’re deploying an environment, troubleshooting an issue, or engaging in disaster and recovery, this practical guide provides the insights and tools necessary to take full advantage of this powerful RDBMS. Authors Vinicius Grippa and Sergey Kuzmichev from Percona show developers and DBAs methods for minimizing costs and maximizing availability and performance. You’ll learn how to perform basic and advanced querying, monitoring and troubleshooting, database management and security, backup and recovery, and tuning for improved efficiency. This edition includes new chapters on high availability, load balancing, and using MySQL in the cloud. Learning MySQL will help you: Deploy MySQL databases on bare metal, on virtual machines, and in the cloud Design database infrastructures Code highly efficient queries Monitor and troubleshoot MySQL databases Execute efficient backup and restore operations Optimize database costs in the cloud Understand database concepts, especially those pertaining to MySQL
    Note: Online resource; Title from title page (viewed October 25, 2021) , Mode of access: World Wide Web.
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    PyTorch Pocket Reference (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (46 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the time you spend searching for answers. Research scientists, machine learning engineers, and software developers will find clear, structured PyTorch code that covers every step of neural network development—from loading data to customizing training loops to model optimization and GPU/TPU acceleration. Quickly learn how to deploy your code to production using AWS, GCP, or Azure, and your ML models to mobile and edge devices. Learn basic PyTorch syntax and design patterns Create custom models and data transforms Train and deploy models using a GPU and TPU Train and test a deep learning classifier Accelerate training using optimization and distributed training Access useful PyTorch libraries and the PyTorch ecosystem
    Note: Online resource; Title from title page (viewed August 25, 2021) , Mode of access: World Wide Web.
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    AI Superstream : Responsible AI (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc.
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 39 min.)
    Edition: 1st edition.
    DDC: 006.3/1
    Keywords: Streaming video ; Internet videos ; Vidéo en continu ; Vidéos sur Internet ; streaming video ; Internet videos ; Streaming video ; Electronic videos
    Abstract: Join us for an event focused on the many aspects of designing, deploying, and maintaining responsible AI. Event chair and responsible AI expert Rumman Chowdhury offers overarching context, stitching together shorter tech talks and conversations with industry leaders. What you'll learn and how you can apply it Discover what responsible AI includes (and what it doesn't) See what responsible AI looks like in action, from data to deployment to debugging Learn how to debug your ML model Explore real-world applications of responsible AI Understand what industry leaders think about when they think about responsibility This course is for you because... You're a machine learning engineer or data scientist interested in responsible AI. You're engaged in conversations about ethics and AI. You're wondering how to improve your own AI and machine learning. You're responsible for implementing fair or ethical AI practices in your role or project and looking for hands-on examples. Recommended follow-up: Read Responsible Machine Learning (report) Read AI and the Law (report) Read Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow (book)
    Note: Online resource; Title from title screen (viewed June 16, 2021)
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    Hands-On Smart Contract Development with Hyperledger Fabric V2 (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (71 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Blockchain technology continues to disrupt a wide variety of organizations, from small businesses to the Fortune 500. Today, hundreds of blockchain networks are in production, including many built with Hyperledger Fabric. This practical guide shows developers how the latest version of this blockchain infrastructure provides an ideal foundation for developing enterprise blockchain applications or solutions. Authors Matt Zand, Xun (Brian) Wu, and Mark Anthony Morris demonstrate how the versatile design of Hyperledger Fabric 2.0 satisfies a broad range of industry use cases. Developers with or without previous Hyperledger experience will discover why no other distributed ledger technology framework enjoys such wide adoption by cloud service providers such as Amazon, Microsoft, IBM, Google, and Oracle. Walk through the architecture and components of Hyperledger Fabric 2.0 Learn about the Hyperledger family, projects, and ecosystem Migrate your current Hyperledger Fabric projects to version 2 Develop blockchain applications on the Hyperledger platform with Node.js Deploy and integrate Hyperledger on Microsoft Azure, Amazon Managed Blockchain, IBM Cloud, and Oracle Cloud Develop blockchain applications with Hyperledger Aries, Avalon, Besu, and Grid Build end-to-end blockchain supply chain applications with Hyperledger
    Note: Online resource; Title from title page (viewed July 25, 2021) , Mode of access: World Wide Web.
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    SQL Pocket Guide, 4th Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: If you use SQL in your day-to-day work as a data analyst, data scientist, or data engineer, this popular pocket guide is the ideal on-the-job reference. You'll find many examples that address the language's complexities, along with key aspects of SQL used in Microsoft SQL Server, MySQL, Oracle Database, PostgreSQL, and SQLite. The updated edition describes how these database management systems implement SQL syntax for both querying and making changes to a database. You'll find details on data types and conversions, regular expression syntax, window functions, pivoting and unpivoting, and more. Quickly look up how to perform specific tasks using SQL Apply the book's syntax examples to your own queries Update SQL queries to work in five different database management systems NEW: Connect Python and R to a relational database NEW: Look up frequently asked SQL questions in the "How Do I?" chapter The book's example SQL statements execute against a set of tables, with data that you can quickly download.
    Note: Online resource; Title from title page (viewed December 25, 2021) , Mode of access: World Wide Web.
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    TensorFlow 2 Pocket Reference (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (70 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This easy-to-use reference for Tensorflow 2 pattern designs in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow itself. When and why would you feed training data as NumPy or a streaming dataset? How would you set up cross validations in the training process? How do you leverage a pretrained model using transfer learning? How do you perform hyperparameter tuning? Pick up this pocket reference and reduce the time you spend searching through options for your TensorFlow use cases. Understand best practices in Tensorflow model patterns and ML workflows Use code snippets as templates in building TensorFlow models and workflows Save development time by integrating pre-built models in TensorFlow Hub Make informed design choices about data ingestion, training paradigms, model saving, and inferencing Address common scenarios such as model design style, data ingestion workflow, model training, and tuning
    Note: Online resource; Title from title page (viewed October 25, 2021) , Mode of access: World Wide Web.
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