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  • 1
    Online Resource
    Online Resource
    Tiny CSS projects (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (8 hr., 46 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.7/4
    Keywords: Cascading style sheets ; Web site development ; Feuilles de style en cascade ; Sites Web ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: CSS is a must-know language for all web developers. In this practical book, you'll explore numerous techniques to improve the way you write CSS as you build 12 tiny projects. In Tiny CSS Projects you'll build twelve exciting and useful web projects including: A loading screen created by styling SVG graphics A responsive newspaper layout with multiple columns Animating social media buttons with pseudo-elements Designing layouts using CSS grids Summary cards that utilize hover interactions Styling forms to make them more appealing to your users The projects may be tiny, but the CSS skills you'll learn are huge! Tiny CSS Projects teaches you how to make beautiful websites and applications by guiding you through a dozen fun coding challenges. You'll learn important skills through hands-on practice as you tinker with your own code and make real creative decisions about the projects you're building. You'll rapidly master the basics and then press on into CSS's exciting layout features including grid and flexbox, animations, transitions, and media queries. About the Technology Don't settle for boring web pages! With Cascading Style Sheets you can control color, layout, and typography to make your sites both functional and beautiful. CSS is an essential skill for web developers and designers. This book will help you get started the right way. About the Book Tiny CSS Projects builds your CSS skills by guiding you through 12 creative mini-projects. Each interesting challenge starts with a downloadable HTML skeleton. As you flesh it out with your own design ideas, you'll master CSS concepts like transitions, layout, and styling forms, and explore powerful features including Flexbox and Grid. All the skills you'll learn are easy to transfer to full-size applications. When you finish, you'll have an exciting portfolio of designs ready to go for your next project. What's Inside Transitions and animations using keyframes Layout techniques including Grid and Flexbox Styling form elements including radio buttons Embedding fonts and typography-related styles Conditional styling using pseudo-elements and media queries About the Reader For readers who know the basics of HTML and frontend development. No previous experience with CSS is required. About the Authors Martine Dowden is an author, speaker, and award-winning CTO. Michael Gearon is a user experience designer and frontend developer who has worked with many well-known brands. Quotes A great project-based approach to learning CSS with something for all skill levels. - Joe Attardi, author of Modern CSS An excellent resource! Written in simple language with plenty of applicable examples. This book proves that it is never too late to learn, even after decades of experience. I highly recommend it! - Joseph Del Vecchio, Heritage Environmental Services Clear and concise so it's easy to understand...makes learning engaging and fun. The instructions and code are well-organized and easy to follow. - Md. Zahid Hossain, Webapp Solutions.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
    BibTip Others were also interested in ...
    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    ASP.NET Core in action (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (33 hr., 16 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.2/76
    Keywords: Active server pages ; Microsoft .NET Framework ; Internet programming ; Web site development ; Programmation Internet ; Sites Web ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Build professional-grade full-stack web applications using C# and ASP.NET Core. In ASP.NET Core in Action, Third Edition you'll learn how to: Build minimal APIs for serving JSON to client-side applications Create dynamic, server-side rendered applications using Razor Pages User authentication and authorization Store data using Entity Framework Core Unit and integration tests for ASP.NET Core applications Write custom middleware and components Fully updated to ASP.NET Core 7.0! In ASP.NET Core in Action, Third Edition Microsoft MVP Andrew Lock teaches you how you can use your C# and .NET skills to build amazing cross-platform web applications. This revised bestseller reveals the latest .NET patterns, including minimal APIs and minimal hosting. Even if you've never worked with ASP.NET, you'll start creating productive cross-platform web apps fast. Illustrations and annotated code make learning visual and easy. About the Technology The ASP.NET Core web framework delivers everything you need to build professional-quality web applications. With productivity-boosting libraries for server-side rendering, secure APIs, easy data access and more, you'll spend your time implementing features instead of researching syntax and tracking down bugs. This book is your guide. About the Book ASP.NET Core in Action, Third Edition shows you how to create production-grade web applications with ASP.NET Core 7.0. You'll learn from hands-on examples, insightful illustrations, and nicely explained code. Updated coverage in this Third Edition includes creating minimal APIs, securing APIs with bearer tokens, WebApplicationBuilder, and more. What's Inside Minimal APIs for serving JSON Server-side rendering using Razor Pages Data access with Entity Framework Core Write custom middleware and components About the Reader For beginning to intermediate web developers. Examples are in C#. About the Author Andrew Lock is a Microsoft MVP who has worked with ASP.NET Core since before its first release. Quotes ASP.NET Core is a big subject. Luckily, there's a big book! This is my ASP.NET bible. - Peter Morris, Author of blazor-university.com Masterfully breaks down web programming. This book is a must-read for new and experienced developers alike. It sets the standard in the .NET space. - Khalid Abuhakmeh, JetBrains Andrew Lock's extensive experience and applied advice will truly take any .NET web developer from zero to hero. - James Hickey, Savvyy Technologies Fantastic information to help you make the best applications possible. This book stays on my desk. - Foster Haines, Foster's Website Company.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    The well-grounded Python developer : how the pros use Python and Flask (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (8 hr., 50 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Computer software Development ; Python (Langage de programmation) ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: If you're new to Python, it can be tough to understand when, where, and how to use all its language features. This friendly guide shows you how the Python ecosystem fits together, and grounds you in the skills you need to continue your journey to being a software developer. Inside The Well-Grounded Python Developer you will discover: Building modules of functionality Creating a well-constructed web server application Integrating database access into your Python applications Refactor and decoupling systems to help scale them How to think about the big picture of your application The Well-Grounded Python Developer builds on Python skills you've learned in isolation and shows you how to unify them into a meaningful whole. It helps you understand the dizzying array of libraries and teaches important concepts, like modular construction, APIs, and the design of a basic web server. As you work through this practical guide, you'll discover how all the bits of Python link up as you build and modify a typical web server application--the kind of web app that's in high demand by modern businesses. About the Technology As a new programmer, you're happy just to see your code run. A professional developer, on the other hand, needs to create software that runs reliably. It must be fast, maintainable, scalable, secure, well designed and documented, easy for others to update, and quick to ship. This book teaches you the skills you need to go from Python programmer to Python developer. About the Book The Well-Grounded Python Developer shows you why Python, the world's most popular programming language, is a fantastic tool for professional development. It guides you through the most important skills, like how to name variables, functions, and classes, how to identify and write a good API, and how to use objects. You'll also learn how to deal with inevitable failures, how to make software that connects to the internet, core security practices, and many other professional-grade techniques. What's Inside Create a web application Connect to a database Design programs to handle big tasks About the Reader For experienced beginners who want to learn professional-level skills. About the Author Doug Farrell has been a professional developer since 1983, and has worked with Python for over 20 years. Quotes A fun journey, and a great resource. With this book as your guide, you'll be on the summit before you know it. - From the Foreword by Michael Kennedy, founder of Talk Python Training Well-structured with excellent code examples. I highly recommend getting this book to build your Python skills. - Stanley Anozie, Hospitality Digital An excellent tutorial in the foundations of Python development for both the novice and experienced developer. - Philip Best, Amazon This is the best Python reference I've read so far. - Julien Pohie, ThoughtWorks.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    The creative programmer (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 10 min.)) , sound, color.
    Edition: [Video edition].
    DDC: 005.1
    Keywords: Software engineering ; Computer programming ; Creative ability in technology ; Creative thinking ; Génie logiciel ; Programmation (Informatique) ; Créativité en technologie ; computer programming ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Programming is a creative act. These techniques will help you maximize the power of creativity to improve your software and your satisfaction in creating it. Inside The Creative Programmer you'll discover: The seven dimensions of creativity in software engineering The scientific understanding of creativity and how it translates to programming Actionable advice and thinking exercises that will make you a better programmer Innovative communication skills for working more efficiently on a team Creative problem-solving techniques for tackling complex challenges In The Creative Programmer you'll learn the processes and habits of highly creative individuals and discover how you can build creativity into your programming practice. This fascinating new book introduces the seven domains of creative problem solving and teaches practical techniques that apply those principles to software development. Hand-drawn illustrations, reflective thought experiments, and brain-tickling example problems help you get your creative juices flowing--you'll even be able to track your progress against a scientifically validated Creative Programming Problem Solving Test. Before you know it, you'll be thinking up new and novel ways to tackle the big challenges of your projects. About the Technology Like composing music, starting a business, or designing a marketing campaign, programming is a creative activity. And just like technical skills, creativity can be learned and improved with practice! This thought-provoking book details practical methods to turn creativity into more effective problem solving, higher productivity, and better software. About the Book The Creative Programmer explores seven dimensions of creativity in software engineering--technical knowledge, collaboration, constraints, critical thinking, curiosity, a creative state of mind, and creative techniques. As you read, you'll apply insights about creativity from other disciplines to the challenges of software development. Numerous relevant examples and exercises drive each lesson home. You'll especially enjoy the unique Creative Programming Problem Solving Test that helps you assess how creative you've been with a programming task. What's Inside The scientific understanding of creativity and how it translates to programming Advice and exercises that will help you become a creative programmer Innovative communication skills for working more efficiently on a team Creative problem-solving techniques for tackling complex challenges About the Reader For programmers of all skill levels. About the Author Wouter Groeneveld is a software engineer and computer science education researcher at KU Leuven, where he researches the importance of creativity in software engineering. Quotes The Creative Programmer is a fantastic mix of engaging historical anecdotes, practical exercises, and extensive references to papers, books, and essays both in and outside of programming.... My own copy has now been filled with pages of scribbles and notes on which I could immediately apply Wouter's lessons, a sign that his exercises are truly engaging and encouraging! - From the Foreword by Dr. Felienne Hermans, Professor of Computer Science Education, Vrije Universiteit Amsterdam, author of The Programmer's Brain Beautifully written and utterly compelling. I love the research, the insight, and the sheer joy Wouter conveys in his writing. - Daniel Terhorst-North, Dan North & Associates.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 30, 2024)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Designing deep learning systems (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (11 hr., 58 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3/1
    Keywords: Deep learning (Machine learning) ; Machine learning ; Apprentissage profond ; Apprentissage automatique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: A vital guide to building the platforms and systems that bring deep learning models to production. In Designing Deep Learning Systems you will learn how to: Transfer your software development skills to deep learning systems Recognize and solve common engineering challenges for deep learning systems Understand the deep learning development cycle Automate training for models in TensorFlow and PyTorch Optimize dataset management, training, model serving and hyperparameter tuning Pick the right open-source project for your platform Deep learning systems are the components and infrastructure essential to supporting a deep learning model in a production environment. Written especially for software engineers with minimal knowledge of deep learning's design requirements, Designing Deep Learning Systems is full of hands-on examples that will help you transfer your software development skills to creating these deep learning platforms. You'll learn how to build automated and scalable services for core tasks like dataset management, model training/serving, and hyperparameter tuning. This book is the perfect way to step into an exciting--and lucrative--career as a deep learning engineer. Designing Deep Learning Systems: A software engineer's guide teaches you everything you need to design and implement a production-ready deep learning platform. First, it presents the big picture of a deep learning system from the developer's perspective, including its major components and how they are connected. Then, it carefully guides you through the engineering methods you'll need to build your own maintainable, efficient, and scalable deep learning platforms. Chi Wang is a principal software developer in the Salesforce Einstein group. Donald Szeto was the co-founder and CTO of PredictionIO.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Kubernetes in action (2018)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (18 hr., 32 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.1
    Keywords: Kubernetes ; Application software Development ; Logiciels d'application ; Développement ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Kubernetes in Action is a comprehensive guide to effectively developing and running applications in a Kubernetes environment. Before diving into Kubernetes, the book gives an overview of container technologies like Docker, including how to build containers, so that even readers who haven't used these technologies before can get up and running. About the Technology Kubernetes is Greek for "helmsman," your guide through unknown waters. The Kubernetes container orchestration system safely manages the structure and flow of a distributed application, organizing containers and services for maximum efficiency. Kubernetes serves as an operating system for your clusters, eliminating the need to factor the underlying network and server infrastructure into your designs. About the Book Kubernetes in Action teaches you to use Kubernetes to deploy container-based distributed applications. You'll start with an overview of Docker and Kubernetes before building your first Kubernetes cluster. You'll gradually expand your initial application, adding features and deepening your knowledge of Kubernetes architecture and operation. As you navigate this comprehensive guide, you'll explore high-value topics like monitoring, tuning, and scaling. What's Inside Kubernetes' internals Deploying containers across a cluster Securing clusters Updating applications with zero downtime About the Reader Written for intermediate software developers with little or no familiarity with Docker or container orchestration systems. About the Author Marko Luk¿Ła is an engineer at Red Hat working on Kubernetes and OpenShift. Quotes Authoritative and exhaustive. In a hands-on style, the author teaches how to manage the complete lifecycle of any distributed and scalable application. - Antonio Magnaghi, System1 The best parts are the real-world examples. They don't just apply the concepts, they road test them. - Paolo Antinori, Red Hat An in-depth discussion of Kubernetes and related technologies. A must-have! - Al Krinker, USPTO The full path to becoming a professional Kubernaut. Fundamental reading. - Csaba Sari, Chimera Entertainment.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 8, 2024)
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
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  • 7
    Online Resource
    Online Resource
    BDD in action (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (13 hr., 37 min.)) , sound, color.
    Edition: Video edition.
    DDC: 005.1/17
    Keywords: Computer software Development ; Software engineering ; Object-oriented methods (Computer science) ; Agile software development ; Computer architecture ; Génie logiciel ; Conception orientée objet (Informatique) ; Méthodes agiles (Développement de logiciels) ; Ordinateurs ; Architecture ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Deliver software that does what it's supposed to do! Behavior-Driven Development guides your software projects to success with collaboration, communication techniques, and concrete requirements you can turn into automated tests. In BDD in Action, Second Edition you'll learn how to: Implement and improve BDD practices Prioritize features from business goals Facilitate an example mapping session Write automated acceptance tests Scale up your automated acceptance tests Deliver accurate reporting and documentation Around half of all software projects fail to deliver on requirements. Behavior-Driven Development (BDD) helps make sure that yours isn't one of them. Behavior-Driven Development in Action, Second Edition teaches you how to ensure that everyone involved in a software project--from developers to non-technical stakeholders--are in agreement on goals and objectives. It lays out the communication skills, collaborative practices, and useful automation tools that will let you seamlessly succeed with BDD. Now in its second edition, this revised bestseller has been extensively updated with new techniques for incorporating BDD into large-scale and enterprise development practices such as Agile and DevOps. About the Technology Behavior-Driven Development is a collaborative software design technique that organizes examples of an application's desired behavior into a concrete, testable specification. Because the BDD process gathers input from all areas of an organization, it maximizes the likelihood your software will satisfy both end users and business stakeholders. The established collaboration practices and automation strategies in this book will help you maximize the benefits of BDD for your dev team and your business clients. About the Book In BDD in Action, Second Edition, you'll learn to seamlessly integrate BDD into your existing development process. This thoroughly revised new edition now shows how to integrate BDD with DevOps and large-scale Agile systems. Practical examples introduce cross-functional team communication skills, leading a successful requirements analysis, and how to set up automated acceptance criteria. What's Inside How BDD positively affects teamwork, dynamics, and collaboration with stakeholders Help teams discover and analyze requirements, uncover assumptions, and reduce risks Make acceptance, integration, and unit testing more effective Automate reporting and living documentation to improve transparency About the Reader For all development teams. No experience with BDD required. Examples in Java, JavaScript, and TypeScript can be easily expressed in your chosen language. About the Author John Ferguson Smart is the creator of the Serenity BDD framework and founder of the Serenity Dojo training school. Jan Molak is the author of the Serenity/JS testing framework, Jenkins Build Monitor, and other CD and testing tools. Quotes John and Jan describe valuable techniques with their customary clarity and detail. I found myself nodding along, as well as having a couple of 'Aha!' moments myself. I am delighted that BDD still has this much traction and interest nearly 20 years on, and I am grateful to John and Jan for producing this new edition of such a comprehensive resource. - From the Foreword by Daniel Terhorst-North, practitioner consultant If understanding how your own software should work is ever a hard question, you should read this book. - Kevin Liao, Sotheby's An approachable and accessible introduction. I recommend it to developers who want to quickly adopt BDD for their projects. - Lorenzo De Leon, West Monroe Partners.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 8, 2024)
    URL: lizenzpflichtig
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    Online Resource
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  • 8
    Online Resource
    Online Resource
    Akka in action (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 48 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.76
    Keywords: Akka ; Internet programming ; Programmation Internet ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Akka solves the big problems of distributed systems, from multithreading and concurrency to scalability and failure. Learn how to use it effectively. In Akka in Action, Second Edition you will learn how to: Create basic programs with Akka Typed Work with clusters to build robust, fault-tolerant programs Use Akka with Kubernetes Build microservices with Akka Create and maintain distributed state with strong consistency guarantees Employ actor-based concurrency and parallelism Test Akka software Akka in Action, Second Edition teaches you to use Akka Typed to solve common problems of distributed systems. You'll learn how to bring together all of Akka's moving parts to design and implement highly scalable and maintainable software. Extensively revised by Akka contributor Francisco L©đpez-Sancho Abraham, this new edition demonstrates Akka's complex concepts through engaging hands-on examples. Discover the power of the Actor Model, how Akka works with Kubernetes, and how to utilize Akka modules to create microservices that are reliable and fault tolerant. About the Technology For large software systems, the action is in the "-ilities." Scalability. Reliability. Maintainability. Capability. Akka, toolkit for building distributed message-driven applications, delivers on the "ilities." And recent innovations, including Akka Typed, ensure that this amazing platform will remain the best way to build and deploy distributed Java and Scala applications for years to come. About the Book Akka in Action, Second Edition is your guide to building message-centric distributed applications systems. This new edition covers all features of Akka, including Akka Typed. You'll learn to create microservices using Akka's powerful suite of tools, Akka Sharding, Persistence, Streams, Persistence Query, Projections, and gRPC. Practical examples taken directly from industry guide you through clustering, deploying to Kubernetes, and taking full advantage of Akka's Actors-based approach to concurrency. What's Inside Work with clusters to build robust, fault-tolerant programs Maintain distributed systems with strong consistency guarantees Utilize concurrency and parallelism Test Akka software About the Reader For readers comfortable with Java and Scala. About the Authors Francisco Lopez Sancho-Abraham is a senior consultant at Lightbend, and a principal engineer on the Akka Team. Raymond Roestenburg, Rob Bakker, and Rob Williams are the authors of the first edition of Akka in Action. Quotes Akka in Action is the best source for a deep yet practical and hands-on introduction to Akka. In it, Francisco discusses everything from the foundational distributed systems stuff to how to integrate it with the more recent high-level modules like Alpakka and Akka Streams. Highly recommended. - Jonas Bon©♭r, Lightbend All you need to start with Akka and the Actor Model. - Rares Tausancea, ING A gem that few books can match when it comes to Actors, CQRS, and Event Sourcing. For Scala and Java developers, it's an essential read. - Sebastian Harko, IBM Delivers a powerful combination of easy-to-follow lessons on the Akka ecosystem and well-timed discussions on important topics in modern computing. - John Ackley, Carnegie Learning.
    Note: Online resource; title from title details screen (O'Reilly, viewed January 31, 2024)
    URL: lizenzpflichtig
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  • 9
    Online Resource
    Online Resource
    Evolutionary deep learning (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (9 hr., 40 min.)) , sound, color.
    Edition: Video edition.
    DDC: 006.3/1
    Keywords: Deep learning (Machine learning) ; Machine learning ; Apprentissage profond ; Apprentissage automatique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolutionary computation overcome deep learning's common pitfalls and deliver adaptable model upgrades without constant manual adjustment. In Evolutionary Deep Learning you will learn how to: Solve complex design and analysis problems with evolutionary computation Tune deep learning hyperparameters with evolutionary computation (EC), genetic algorithms, and particle swarm optimization Use unsupervised learning with a deep learning autoencoder to regenerate sample data Understand the basics of reinforcement learning and the Q-Learning equation Apply Q-Learning to deep learning to produce deep reinforcement learning Optimize the loss function and network architecture of unsupervised autoencoders Make an evolutionary agent that can play an OpenAI Gym game Evolutionary Deep Learning is a guide to improving your deep learning models with AutoML enhancements based on the principles of biological evolution. This exciting new approach utilizes lesser-known AI approaches to boost performance without hours of data annotation or model hyperparameter tuning. In this one-of-a-kind guide, you'll discover tools for optimizing everything from data collection to your network architecture. About the Technology Deep learning meets evolutionary biology in this incredible book. Explore how biology-inspired algorithms and intuitions amplify the power of neural networks to solve tricky search, optimization, and control problems. Relevant, practical, and extremely interesting examples demonstrate how ancient lessons from the natural world are shaping the cutting edge of data science. About the Book Evolutionary Deep Learning introduces evolutionary computation (EC) and gives you a toolbox of techniques you can apply throughout the deep learning pipeline. Discover genetic algorithms and EC approaches to network topology, generative modeling, reinforcement learning, and more! Interactive Colab notebooks give you an opportunity to experiment as you explore. What's Inside Solve complex design and analysis problems with evolutionary computation Tune deep learning hyperparameters Apply Q-Learning to deep learning to produce deep reinforcement learning Optimize the loss function and network architecture of unsupervised autoencoders Make an evolutionary agent that can play an OpenAI Gym game About the Reader For data scientists who know Python. About the Author Micheal Lanham is a proven software and tech innovator with over 20 years of experience. Quotes Use biology-inspired optimization methods to make quick work of machine learning model training and hyperparameter selection. - Dr. Erik Sapper, Cal Poly-San Luis Obispo Makes learning evolutionary practices with neural networks easy. - Ninoslav ♯⁺erkez, Rimac Technology Data science meets optimization! Includes wonderful scenarios where optimization is applied to improve AI, ML, deep learning, and so on. We're living in a transdisciplinary age! - Ricardo Di Pasquale, Accenture.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 20, 2024)
    URL: lizenzpflichtig
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  • 10
    Online Resource
    Online Resource
    Google Anthos in action : manage hybrid and multicloud Kubernetes clusters (2023)
    [Place of publication not identified] : Manning Publications
    Details
    Language: English
    Pages: 1 online resource (1 video file (20 hr., 16 min.)) , sound, color.
    Edition: [Video edition].
    DDC: 004.67/82
    Keywords: Kubernetes ; Cloud computing ; Infonuagique ; Instructional films ; Nonfiction films ; Internet videos ; Films de formation ; Films autres que de fiction ; Vidéos sur Internet
    Abstract: Learn multicloud deployment on Anthos directly from the Google development team! Anthos delivers a consistent management platform for deploying and operating Linux and Windows applications anywhere--multi-cloud, edge, on-prem, bare metal, or VMware. In Google Anthos in Action you will learn: How Anthos reduces your dependencies and stack-bloat Running applications across multiple clouds and platforms Handling different workloads and data Adding automation to speed up code delivery Modernizing infrastructure with microservices and Service Mesh Policy management for enterprises Security and observability at scale Google Anthos in Action demystifies Anthos with practical examples of Anthos at work and invaluable insights from the Google team that built it. You'll learn how to use this modern, Kubernetes-based cloud platform to balance costs, automate security, and run your software literally anywhere. The book is full of Google-tested patterns that will boost efficiency across the development lifecycle. It's an absolutely essential guide for anyone working with Anthos, or delivering software in a cloud-centric world. About the Technology The operations nightmare: modern applications run on-prem, in the cloud, at the edge, on bare metal, in containers, over VMs, in any combination. And you're expected to handle the rollouts, dataOps, security, performance, scaling, backup, and whatever else comes your way. Google Anthos feels your pain. This Kubernetes-based system simplifies hybrid and multicloud operations, providing a single platform for deploying and managing your applications, wherever they live. About the Book Google Anthos in Action introduces Anthos and shows you how it can simplify operations for hybrid cloud systems. Written by 17 Googlers, it lays out everything you can do with Anthos, from Kubernetes deployments to AI models and edge computing. Each fully illustrated chapter opens up a different Anthos feature, with exercises and examples so you can see Anthos in action. You'll appreciate the valuable mix of perspectives and insight this awesome team of authors delivers. What's Inside Reduce dependencies and stack-bloat Run applications across multiple clouds and platforms Speed up code delivery with automation Policy management for enterprises Security and observability at scale About the Reader For software and cloud engineers with experience using Kubernetes. About the Author Google Anthos in Action is written by a team of 17 Googlers involved with Anthos development, and Google Cloud Certified Fellows assisting customers in the field. Quotes Your guide into the world of multicloud at scale. A great read whether you are just starting out or a seasoned veteran. - Glen Yu, PwC Canada Great book for engineers who want to learn Anthos. - Bhagvan Kommadi, Quantica Computacao Google Anthos can be intimidating. This book is an essential guide to using and understanding it. - Jose San Leandro, ioBuilders Complete, easy to understand, with simple explanations, useful diagrams, and real-world examples. I recommend it. - Rambabu Posa, Sai AAshika Consultancy.
    Note: Online resource; title from title details screen (O'Reilly, viewed February 27, 2024)
    URL: lizenzpflichtig
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