Search results for ""Manning""

Explore numerous techniques to improve the way you write CSS as you build 12 tiny projects. For readers who know the basics of HTML and frontend development. No previous experience of CSS is required. In Tiny CSS Projects, you will build twelve exciting and useful web projects with CSS — a must-know tool. This textbook teaches you how to make beautiful websites and applications by gilding you through a dozen fun coding challenges. You will learn important skills through hands-on practice as you tinker with your own coding and will make actual creative decisions about the projects you re building. You will rapidly master the basic features, including A loading screen created by styling SVG graphics A responsive newspaper layout with multi-columns Animating social media buttons with pseudo-elements Designing layouts using CSS grids Summary cards that utilise hover interactions Styling forms to make them more appealing to your users The projects may be tiny, but the CSS skills you will learn are huge! Press on with CSS s exciting layout features, including grid and flexbox, animations, transitions, and media queries. About the technology Cascading Style Sheets (CSS) make the web beautiful. Where HTML structures a page and JavaScript gives it additional functionality, CSS handles colours, layouts, and typography — everything your users love about your site. While CSS is an established tool used in almost all production websites, it s also evolving to include new features.

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"An excellent reference for how to secure your Python systems." - Richard Vaughan No-nonsense techniques, libraries, and best practices you can use to keep your Python applications safe and secure. Full Stack Python Security: Cryptography, TLS, and attack resistance teaches you everything you'll need to build secure Python web applications. As you work through the insightful code snippets and engaging examples, you'll put security standards, best practices, and more into action. Along the way, you'll get exposure to important libraries and tools in the Python ecosystem. In Full Stack Python Security: Cryptography, TLS, and attack resistance, you'll learn how to: Use algorithms to encrypt, hash, and digitally sign dataCreate and install TLS certificatesImplement authentication, authorization, OAuth 2.0, and form validation in DjangoProtect a web application with Content Security PolicyImplement Cross Origin Resource SharingProtect against common attacks including clickjacking, denial of service attacks, SQL injection, cross-site scripting, and more about the technologySuccessful developers put security at the core of their applications. As a python developer, you need to understand the wide range of security risks you may face and get experience with the libraries, frameworks, and tools you'll need to protect your systems. about the bookFull Stack Python Security: Cryptography, TLS, and attack resistance is a hands-on, example-driven guide to securing production Python applications. It's filled with techniques and best practices that author Dennis Byrne has refined through a career protecting the data of millions from theft and attack. This jargon-busting guide unravels common security acronyms, simplifies encryption and hashing, and unlocks other key security concepts. You'll use Python and Django to build secure features including user registration, user authentication, and third party access to protected resources with OAuth 2. As you work through each project, you'll master Python tools for implementing layers of defense for your applications. about the readerFor intermediate Python programmers. about the authorDennis Byrne is a tech lead for 23andMe, protecting the genetic data and privacy of more than 10 million customers.

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Own Your Tech Career: Soft skills for technologists is a guide to taking control of your professional life. It teaches you to approach your career with planning and purpose, always making active decisions towards your goals. Whatever your road to success, you’ll benefit from the toolbox of career-boosting techniques you’ll find in Own Your Tech Career: Soft skills for technologists. You’ll discover in-demand communication and teamwork skills, essential rules for professionalism, tactics of the modern job hunt, and more. In Own Your Tech Career: Soft skills for technologists, you will: Define what “success” means for your career Discover personal branding and career maintenance Prepare for and conduct a tech job hunt Spot speed bumps and barriers that can derail your progress Learn how to navigate the rules of the business world Perform market analysis to keep your tech skills fresh and relevant about the technologySuccess in a technology career requires more than technical ability. Achieving your career goals takes clear communication, top-notch time and productivity management, and a knack for navigating business needs. These “soft skills” are vital for a well-rounded career in tech, whether as a valuable employee or a successful freelancer. about the book Own Your Tech Career: Soft skills for technologists is a guide to getting what you want out of your career in tech. You’ll start by defining your ambitions—whether that’s a high salary, a great work/life balance, or something else entirely. Once you know where you’re going, you’ll begin your journey to success with the adaptable advice laid out in this book to help you on your way. You’ll take a deep dive into the communication, conflict resolution, and teamwork skills that employers prize in technologists, and master “nine rules of professionalism” that will keep you on track through the daily grind. Finally, you’ll pay it forward with advice on becoming an amazing mentor of your juniors, and leader of your peers. about the readerFor professionals who want to take control of their career in technology. about the authorMicrosoft MVP Don Jones brings his years of experience as a successful IT trainer to this engaging guide. Don is a sought-after conference speaker, career mentor, and author of the international bestseller Learn Windows PowerShell in a Month of Lunches. He has led dozens of career and job workshops for tech professionals.

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Quantum computing is on the horizon, ready to impact everything from scientific research to encryption and security. But you don’t need a physics degree to get started in quantum computing. Quantum Computing for Developers shows you how to leverage your existing Java skills into writing your first quantum software so you’re ready for the revolution. Rather than a hardware manual or academic theory guide, this book is focused on practical implementations of quantum computing algorithms. Using Strange, a Java-based quantum computer simulator, you’ll go hands-on with quantum computing’s core components including qubits and quantum gates as you write your very first quantum code. Key Features · An introduction to the core concepts of quantum computing · Qubits and quantum gates · Superposition, entanglement, and hybrid computing · Quantum algorithms including Shor’s, Deutsch-jozsa, and Grover’s search For Java developers at all levels who want an early start in quantum computing. No advanced math knowledge required. About the technology Whilst quantum hardware is still on the edge of development, the underlying principles for writing quantum software are well-established. Right now developers can utilize quantum simulators, like Java-based Strange, to try quantum experiments on any platform that runs the JVM. Johan Vosis a cofounder of Gluon, a Java technology company that aims to offer Java solutions for all platforms including desktop, embedded, and mobile apps, and connect them to the cloud. He is a Java Champion and holds an MSc in Mining Engineering and a PhD in Applied Physics.

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Reduce bandwidth demands on your APIs by getting only the results you need—all in a single request! The GraphQL query language simplifies interactions with web servers, enabling smarter API queries that can hugely improve the efficiency of data requests. In GraphQL in Action, you’ll learn how to bring those benefits to your own APIs, giving your clients the power to ask for exactly what they need from your server, no more, no less. Practical and example-driven, GraphQL in Action teaches everything you need to get started with GraphQL—from design principles and syntax right through to performance optimization. When you’re done, you’ll have all the skills you need to get started writing and using scalable data APIs with GraphQL. Key Features · Define a GraphQL schema for relational and document databases · Query services and other APIs efficiently · Optimize GraphQL resolvers with data caching and batching · Cache a data graph for clients · Design GraphQL fragments that match UI components' data Requirements For web developers familiar with building client-server applications. About the technology By organizing data as types and fields, GraphQL gives apps complete control over what they’re requesting, resulting in faster transfer roundtrips, errors that are easier to spot, and virtually no need for clients to write time-consuming manual parsing code. Samer Buna has over 20 years of experience in software development including front-ends, back-ends, mobile apps, API design, databases, and scalability. He operates jsComplete.com.

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Modern Fortran is natively parallel, so it's uniquely suited for efficiently handling problems like complex simulations, long-range predictions, and ultra-precise designs. If you're working on tasks where speed, accuracy, and efficiency matter, it's time to discover—or rediscover— Fortran. Modern Fortran: Building efficient parallel applications teaches you how to develop fast, efficient parallel applications with Fortran, an amazingly powerful and flexible programming language that forms the foundation of high performance computing for research, science and industry. Key Features · Parallel programming from the ground up · Working with variables and types · Module development in Fortran · Fortran with C, C++, and Python · Object-oriented and functional programming styles Written for developers, engineers, and computational scientists. No prior experience with Fortran in needed. About the technology Fortran is a general-purpose programming language that is dominant in engineering and scientific computing applications. It’s the leading language used in high performance (HPC) and parallel programming. Milan Curcic is a meteorologist and oceanographer. A Fortran programmer since 2006, he has worked with teams from United States Navy and NASA on developing and improving Earth system prediction models. Milan has authored two general-purpose Fortran libraries and is currently working on a startup porting Fortran to the cloud for weather and ocean prediction.

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Spring Boot and Spring Cloud offer Java developers an easy migration path from traditional monolithic Spring applications to microservice-based applications that can be deployed to multiple cloud platforms. Spring Microservices in Action teaches readers how to use the Spring Boot and Spring Cloud frameworks to build and deploy microservice-based cloud applications. By the end of this book, readers will not only be able to build their own microservice-based applications, but will know how to operationalize and scale their microservices so they can deployed to a private or public cloud. Key Features: · Good introduction to the microservice pattern · Hands-on examples · Real-world examples · Teaches how to build microservices with Spring Boot and Spring Cloud This book is for developers with some Java and Spring experience. Knowledge of building web-based services with SOAP or REST is helpful but not required. About the Technology: The Spring Boot and Spring Cloud frameworks let developers quickly build microservices that are ready to be deployed to a private corporate cloud or a public cloud like Amazon Web Services (AWS) or Pivotal’s CloudFoundry.

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DESCRIPTION Angular 2 is a JavaScript-based development platform for building dynamic, interactive web applications, SPAs, and mobile apps. Angular applications can be built with JavaScript or TypeScript. TypeScript offers great IDE support and the TypeScript compiler helps coders quickly find and fix errors. TypeScript feels familiar, much like using ES6 with the same standard and third-party libraries, idioms, and tools. TypeScript supports classes, modules, annotations, and lazy loading and minimizes the amount of code for supporting the framework’s life cycle, letting developers focus on writing the application code. Angular 2 Development with Typescript teaches the reader Angular 2, while it also teaches TypeScript and how to take advantage of its benefits. This hands-on book begins with an overview of Angular 2 architecture and an introduction to the online auction application that will be developed throughout the book. It teaches TypeScript and how to write classes, interfaces, and generics, as well as how to transpile TypeScript code into today’s JavaScript that can be deployed in all Web browsers. More topics include data and views, user interaction with forms, and communicating with servers. Finally, the book shows how to test and deploy Angular 2 applications. KEY FEATURES • Lots of hands-on examples • Teaches the TypeScript language • Shows how to convert TypeScript into JavaScript that can be deployed in all Web browsers AUDIENCE This book is for developers with a working knowledge of JavaScript. No prior exposure to AngularJS is needed. ABOUT THE TECHNOLOGY Angular 2 is a newer, faster, completely-revised version of the popular AngularJS. It’s a JavaScript-based development platform for building dynamic, interactive web applications, SPAs, and mobile apps.

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　 DESCRIPTION Most developers inherit projects built on an existing codebase that reflect design patterns, usage assumptions, infrastructure, and tooling from another time and another team. (And the docs are complete rubbish.) Fortunately, there are techniques that can breathe new life into legacy projects, allowing them to be maintained, improved, and scaled without having to constantly fight their current limitations. Stronger applications can be developed by injecting new architectural patterns, modern techniques for performance analysis, updated tests and build tools, and a healthy dose of cultural wisdom—creating a better work experience for all involved. Re-Engineering Legacy Software is an experience-driven guide to revitalizing inherited projects. It covers refactoring, quality metrics, toolchain and workflow, continuous integration, infrastructure automation, and organizational culture. On the technical side, readers will learn techniques for introducing dependency injection for code modularity, quantitatively measuring quality, and automating infrastructure. On the strategic side, they’ll develop practical processes for solid decision making. Core topics include deciphering and modularizing awkward code structures, effectively integrating and automating tests, replacing an outdated build system, and infrastructure automation using tools like Vagrant and Ansible. KEY SELLING POINTS Practical step-by-step guide Concrete examples Provides techniques needed to tackle legacy projects Leads to more productive development and reduces bugs AUDIENCE This book is written for developers and team leads comfortable with an OO language like Java or C#. ABOUT THE TECHNOLOGY Ansible is an open-source software platform for configuring and managing computers that has recently been gaining a lot of traction. Vagrant is computer software for building complete development environments.

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　 DESCRIPTION Spring in Action, Fourth Edition continues the practical, hands-on style of the previous bestselling editions. Author Craig Walls has a special knack for crisp and entertaining examples that zoom in on the features and techniques really needed. The Spring framework is required knowledge for Java developers, and this edition brings readers up to speed with Spring 3.1 and then highlights some of the new Spring 3.2 features such as asynchronous Spring MVC Controllers. It also covers testing support for Spring MVC controllers and RestTemplate-based clients which enables a richer form of testing for controllers and clients without having to fire up a server or hitting an actual REST API—in other words no-network involved. RETAIL SELLING POINTS Written by esteemed Spring expert Offers practical solutions to real-world problems Contains concise, easy to follow examples AUDIENCE Written for Java developers and software architects. ABOUT THE TECHNOLOGY Applications are composed of several components. If these components are tightly coupled (that is, if they have too much knowledge of each other), then the application can be difficult to maintain, enhance, and test. The Spring framework promotes a technique known as dependency injection,

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Almost half of all software projects fail to deliver on key requirements. Behavior-Driven Development (BDD) reduces these costly failures by building a shared understanding of how an application should work. Behavior Driven Development in Action, Second Edition teaches communication skills, collaborative practices, and automation tools that ensure everyone from developers to non-technical stakeholders are in agreement on the goals of a project. Revised and expanded in a second edition, the book contains new techniques for incorporating BDD into large-scale development practices such as Agile and DevOps, as well as updating examples for the latest versions of Java. about the technology You can't write good software if you don't understand what it's supposed to do. Behavior-Driven Development (BDD) encourages developers, quality teams, and non-technical stakeholders to collaborate, using conversation and concrete examples to make sure everyone agrees how an application should work and what features really matter. With a body of best practices and sophisticated tools for requirement analysis and test automation, BDD has become a mainstream practice for keeping projects on track and avoiding cancellation. what's inside BDD theory and practice How BDD will affect your team BDD for acceptance, integration, and unit testing Automating web services Reporting and living documentation about the reader For all development teams. No experience with BDD required. Examples written in Java.

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DESCRIPTION Cloud Computing is here to stay. As an economically viable way for businesses of all sizes to distribute computing, this technology shows tremendous promise. But the intense hype surrounding the Cloud is making it next to impossible for responsible IT managers and business decision-makers to get a clear understanding of what the Cloud really means, what it might do for them, when it is practical, and what their future with the Cloud looks like. The Cloud at Your Service helps cut through all this fog to help enterprises make these critical decisions based on facts and the authors’ informed unbiased recommendations and predictions. KEY POINTSF • Highly readable approach.F • Cuts through the hype.F • Helps managers make decisions.F • Practical guidance on working in the Cloud.

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“Atwood’s Law” is driven by the idea that all applications will ultimately wind up on the web and therefore must be written in JavaScript. WebAssembly may be your way out! With WebAssembly, you can write in nearly any modern language and run your code in the browser through a memory-safe, sandboxed execution environment that can be embedded in a web browser and other platforms. Getting set up and moving with WebAssembly requires you to modify your web dev process; WebAssembly in Action will get you started quickly and guide you through real-world examples and detailed diagrams that help you create, run, and debug WebAssembly modules. Key features • The WebAssembly format • Dynamic linking of multiple modules at runtime • Communicating between modules and JavaScript • Debugging modules • Unreleased features like host bindings and garbage collection Audience Written for developers with a basic understanding of C/C++, JavaScript, and HTML. About the technology WebAssembly compiles code written in C, C++, Rust, and other highlevel languages into an ultra-compact bytecode files that run in the browser and other environments at near-native speeds. Besides vastly improved performance, opportunities to reuse existing code, and the freedom to build in your favorite language, this game-changer allows access to newer and faster libraries. WebAssembly is the joint effort of industry leaders like Microsoft, Mozilla, Google, and others, with Gerard Gallant is a Microsoft Certified Professional and a Senior Software Developer at Dovico Software. He blogs regularly on Blogger.com and DZone.com.

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Crisp, clear graphics are a requirement for any application that presents and interprets data. D3.js is an amazing JavaScript framework that empowers users to create scalable, data-driven graphics ranging from simple charts to fantastic interactive visualizations. Based on the SVG standard, D3 takes the built-in programmability of vector graphics to the extreme. Developers can start with a structure, dataset, or algorithm and programmatically generate static, interactive, or animated images that responsively scale to any screen or web environment. D3.js in Action, a practical tutorial for creating interactive graphics and data driven applications using D3.js, prepares readers to integrate D3.js into their web development process and transform any site into a more engaging and sophisticated user experience. It starts with in-depth explanations of D3's out-of-the-box layouts, along with dozens of practical use cases that align with different types of visualizations. Then, it explores practical techniques for content creation, animation, and representing dynamic data, including interactive graphics and data streamed live over the web. Finally, it shows how to use D3's rich interaction model as the foundation for a complete web application. 　 RETAIL SELLING POINTSDozens of practical use cases In-depth explanations of D3’s out-of-the-box layouts Simplifies choosing the right metrics for the job AUDIENCE Readers will need basic HTML, CSS, and JavaScript skills. No experience with D3 or SVG required. ABOUT THE TECHNOLOGY D3.js is a javascript information visualization library used to create data visualization in the form of traditional charts (scatterplots, histograms, graphs) as well as network diagrams and geographic maps. It’s used by such organizations as the New York Times for its interactive graphics, as well as in industry for real-time dashboards, and in the scholarly community for publication of research in interactive and dynamic form.

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When you launch an application on the web, every hacker in the world has access to it. Are you sure your web apps can stand up to the most sophisticated attacks?Grokking Web Application Security is a brilliantly illustrated and clearly written guide that delivers detailed coverage on: How the browser security model works, including sandboxing, the same-origin policy, and methods of securing cookies Securing web servers with input validation, escaping of output, and defense in depth A development process that prevents security bugs Protecting yourself from browser vulnerabilities such as cross-site scripting, cross-site request forgery, and clickjacking Network vulnerabilities like man-in-the-middle attacks, SSL-stripping, and DNS poisoning Preventing authentication vulnerabilities that allow brute forcing of credentials by using single sign-on or multi-factor authentication Authorizati

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Unlock your full potential as an effective, efficient, and inspiring leader, and be the software engineering manager that your team deserves! Think Like a Software Engineering Manager is full of all the skills you'll need to thrive in software leadership, including: People and performance management Empathy and feedback Delegation and learning to let go Hiring amazing engineers and handling attrition Collaborating with cross-functional partners Managing expectations at all levels Implementing DevOps Time and change management About the technology A superb software engineering manager needs to wear many hats: amazing communicator, effective decision maker, thoughtful mentor, and, of course, technical expert. This book helps you build your strengths and shore up your weaknesses so you can lead a productive team that consistently delivers quality software.

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This easy-to-read, hands-on guide demystifies concurrency concepts like threading, asynchronous programming, and parallel processing in any language. For readers who know the basics of programming. Grokking Concurrency is the ultimate guide to effective concurrency practices that will help you leverage multiple cores, excel with high loads, handle terabytes of data, and continue working after hardware and software failures. The core concepts in this guide will remain eternally relevant, whether you are building web apps, IoT systems, or handling big data. Specifically, you will: Get up to speed with the core concepts of concurrency, asynchrony, and parallel programming Learn the strengths and weaknesses of different hardware architectures Improve the sequential performance characteristics of your software Solve common problems for concurrent programming Compose patterns into a series of practices for writing scalable systems Write and implement concurrency systems that scale to any size Grokking Concurrency demystifies writing high-performance concurrent code through clear explanations of core concepts, interesting illustrations, insightful examples, and detailed techniques you can apply to your own projects. About the technology Microservices, big data, real-time systems, and other performance-intensive applications can all slow your systems to a crawl. You know the solution is “concurrency.” Now what? How do you choose among concurrency approaches? How can you be sure you will actually reduce latency and complete your jobs faster? This entertaining, fully illustrated guide answers all of your concurrency questions so you can start taking full advantage of modern multicore processors.

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.NET MAUI in Action shows you how to use the cutting-edge MAUI framework to write apps that will run on Windows, Android, macOS and iOS platforms using your existing .NET development skills. This book reveals essential MAUI development techniques through hands-on example applications in every chapter. You will learn cross-platform development quickly as you start building your own rich apps. Ideal for experienced developers, this book will help you Set up your environment for cross-platform development Write an interactive UI in XAML using out-of-the-box controls Apply the MVVM pattern to build maintainable code Extend your control library with custom controls Structure your app using common navigation paradigms Build fully custom-drawn controls with the MAUI Graphics Library Use common device features like GPS Use DevOps tools to automate deployment and testing About the technology .NET MAUI is a new .NET workload for building apps that run on iOS, MacOS, Android, and Windows. It is a simple, easy-to-use evolution of Xamarin.Forms that allows you to share the same code across cloud, web, desktop, and mobile. Best of all, you get access to the entire ecosystem of .NET tools. You can keep using your favourite stack to develop amazing UIs and share code with other components of your solution.

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Learn how AI-assisted coding using ChatGPT and GitHub Copilot can dramatically increase your productivity (and fun) in writing regular expressions and other programmes. "How these tools can be both so very amazing in what they produce, and simultaneously so utterly doltish in their numerous failures, is the main thing this book tries to understand. For reasons I attempt to elucidate throughout, of all the domains of computer programming, games with regular expressions are particularly well suited for getting a grasp on the peculiar behaviors of AI." From the Preface For programmers of any experience level – no experience with AI coding tools is required. Regular Expression Puzzles and AI Coding Assistants is the story of two competitors. On the one side is David Mertz, an expert programmer and the author of the Web's most popular Regex tutorial. On the other are the AI powerhouse coding assistants, GitHub Copilot and OpenAI ChatGPT. Here's how the contest works: David invents 24 Regex problems he calls puzzles and shows you how to tackle each one. When he's done he has Copilot and ChatGPT work the same puzzles. What they produce intrigues him. Which side is likelier to get it right? Which will write simple and elegant code? Which one makes the smartest use of lesser-known Regex library features? Read the book to find out. David also offers AI best practices, showing how smart prompts return better results. By the end, you'll be a master at solving your own Regex puzzles, whether you use AI or not. About the technology Ground-breaking large language model research from OpenAI, Google, Amazon, and others, have transformed expectations of machine-generated software. But how do these AI assistants, like ChatGPT and GitHub Copilot, measure up against regular expressions—a workhorse technology for developers used to describe, find, and manipulate patterns in the text? Regular expressions are compact, complex, and subtle. Will AI assistants handle the challenge?

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Write object-oriented code that''s manageable, maintainable, and future-proof.Keeping your object-oriented designs simple demands a creative approach and that''s exactly what you''ll find in Simple Object-Oriented Design. This book is full of patterns and principles for reducing complexity, each one proven in author Mauricio Aniche''s 20-year career in software development. You''ll learn how to tackle code''s natural growth in complexity, and adopt a good enough approach that means it''s easy to refactor when requirements change.You''ll discover insightful principles for: Making code readable and documented Improving consistency and encapsulation Managing dependencies Designing abstractions Handling infrastructure Effective modularization Learn what constitutes both good and bad object-oriented software design, discover how to make better trade-offs in design d

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Now in its third edition, this bestselling guide to TypeScript takes you through the nuts and bolts of the language. No frills, no fuss—just TypeScript essentials! TypeScript enhances JavaScript with static typing, while keeping all the JS flexibility you know and love! It's the perfect choice for any developer looking to improve the predictability and reliability of their code. Essential TypeScript 5, Third Edition teaches you how to get the most out of TypeScript 5 for a consistent, dependable development experience. Inside Essential TypeScript 5, Third Edition you'll learn how to: Configure the TypeScript development tools Use type annotations Create strongly typed functions and classes Use generic types Use type guards to determine types Create and consume type declaration files Use TypeScript to create web applications with Angular and React About the technology TypeScript is a popular superset of JavaScript that adds support for static typing. TypeScript's typing features, which will be instantly familiar to C# or Java programmers, help you reduce errors and improve the overall quality of your JavaScript code.

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Effectively reading and understanding existing code is a developer's superpower. In this book, you'll master techniques for code profiling, advanced debugging, and log evaluation to find and fix bugs and performance problems. In How To Read Java: Understanding, debugging, and optimizing JVM applications you will learn how to: Determine what code does the first time you see it Expose code logic problems Evaluate heap dumps to find memory leaks Monitor CPU consumption to optimize execution Use thread dumps to find and solve deadlocks Easily follow a service-oriented or microservices system Properly use logging to better understand Java app execution Use Java debuggers efficiently How To Read Java: Understanding, debugging, and optimizing JVM applications teaches code investigation techniques that will help you understand how Java apps work, optimize them, and fix the bugs that break them. You'll go from the basics of debugging to advanced methods for locating problems in microservices architectures. Each new technique is explained with lively illustrations and engaging real-world examples. about the technology Tasks like searching for bugs, working through messy legacy code, and analyzing an application's readiness to support new features consume a lot of developer time. In fact, most developers spend more time trying to read and understand code than they do writing it! In this unique guide, you'll learn techniques like resolving deadlocks by examining thread dumps and locating memory leaks by inspecting the heap that will radically improve your efficiency when working with existing code in JVM languages like Java, Scala, and Kotlin.

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Take the fast track in your journey to continuous delivery, with open source tools for Kubernetes and cloud applications. This book explores the tools and techniques you'll need to overcome common cloud native challenges. In Continuous Delivery for Kubernetes you will learn how to: Select the right open source project to solve challenges with your Kubernetes application Package, version, distribute and instant cloud native services using Helm Create and run pipelines using Tekton Plan and implement a multicloud strategy with Crossplane Implement risk-free and progressive upgrades with Knative Utilize Knative for serving, routing, and event-driven applications Automate testing, even when you don't have all your services up and running Troubleshoot and measure application performance Continuous Delivery for Kubernetes lays out a toolbox of free, open source projects you can use to implement continuous delivery for Kubernetes-based applications in the cloud. Each chapter covers a different project, clearly demonstrating how it simplifies essential CD tasks like packaging, building pipelines, and multi-cloud deployment. This book shows developers and architects confidently identify common patterns in successful open source tools so they can pick the right options for their own platforms. about the technology Continuous delivery practices help your team quickly introduce, iterate on, and deploy new features so you can get software into production quickly. The tools in this book help facilitate continuous delivery practices by solving the technical and architectural challenges commonly found when adopting Kubernetes, automating essential dev and deployment tasks, and improving your team's collaboration. about the book Continuous Delivery for Kubernetes accelerates development of cloud-based systems with vibrant open source tools of the Kubernetes ecosystem. You'll use powerful open source projects like Helm, Tekton, Knative, and Crossplane to automate your projects from testing through delivery. Learn how to package services, build and deploy services to a Kubernetes cluster, and combine different tools to solve the complex challenges of CD in a cloud native environment. RETAIL SELLING POINTS Select the right open source project to solve challenges with your Kubernetes application Package, version, distribute and instant cloud native services using Helm Utilize Knative for serving, routing, and event-driven applications Automate testing, even when you don't have all your services up and running Troubleshoot and measure application performance AUDIENCE For developers and software architects familiar with the basics of containers and Kubernetes.

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You know how to build Go programs—now learn how to ship them to your customers efficiently! This practical guide to continuous delivery shows you how to rapidly establish an automated pipeline that will improve your testing, code quality, and final product. In Bootstrapping Go you will learn how to: Develop better software based on feedback from customers Create a development pipeline that turns feedback into features Reduce bugs with pipeline automation that validates code before it is deployed Establish continuous testing for exceptional code quality Serverless, container based, and server based deployments Scale your deployment in a cost-effective way Deliver a culture of continuous improvement Bootstrapping Go is a hands-on guide to shipping Go-based software. Following examples in the powerful Go programming language, you'll learn how to establish pipelines that seamlessly ferry your projects through production and deployment. Put the theory of continuous delivery and continuous integration into action, and discover instantly-useful guidance on automating your team's build and reacting with agility to customer demands. about the technology Development pipelines built to the principles of continuous delivery are the best way for code to flow through your organization. A properly functioning pipeline makes it seamless to modify functionality, enhance code quality, and evolve your deployments to meet your customer's needs. about the book Bootstrapping Go: Automating code development, testing and deployment shows you how to build pipelines that optimize your development process so you can deliver software seamlessly to production. You'll dive right in, learning author Joel Holmes's easy way to establish pipelines. In fact, you'll set up your first working pipeline before you're finished with Chapter three!

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PrivacyEngineering is a hands-on guide to building a modern and flexible privacy program for your organization. It helps map essential legal requirements into practical engineering techniques that you can implement right away. The book develops your strategic understanding of data governance and helps you navigate the tricky trade-offs between privacy and business needs. You'll learn to spot risks in your own data management systems and prepare to satisfy both internal and external privacy audits. There's no bureaucratic new processes or expensive new software necessary. You'll learn how to repurpose the data and security tools you already use to achieve your privacy goals. Preserving the privacy of your users is essential for any successful business. Well-designed processes and data governance ensure that privacy is built into your systems from the ground up, keeping your users safe and helping your organization maintain compliance with the law.

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Rust Servers, Services, and Apps is a hands-on guide to developing modern distributed web applications with Rust. You'll learn how to build efficient services, write custom web servers, and even build full stack applications end-to-end in Rust. You'll start with the foundations, using Rust to build an HTTP server, and RESTful API that you'll secure, debug, and evolve with fearless refactoring. You'll then put Rust through its paces to develop a digital storefront service, and a single-page client-side application. This fastpaced book is packed with code samples you can adapt to your own projects, and detailed annotations to help you understand how Rust works under the hood. About the technologyThe blazingly fast, safe, and efficient Rust language has been voted “most loved” for five consecutive years on the StackOverflow survey. It's easy to see why. Rust combines all the features of a modern language with the low-latency power of C. Its efficiency will slash your runtime footprint—and your cloud hosting bills—and its flexibility lets you write network programs and high-level applications with equal ease.

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Essential Infrastructure as Code teaches patterns for scaling systems and supporting infrastructure for mission-critical applications. The book is fullof flexible automation techniques and universal principles that are easy toapply to almost any use case, from data centers, to public cloud, to software-as-a-Service. The book is full of techniques that work whether you're managing your personal projects or making live network changes across a large enterprise. Infrastructure as Code (IaC) replaces time-consuming manual provisioning and configuration with automation via configuration managers or provisioning tools like Hashicorp Terraform. Managing your infrastructure as code makes it easy to test changes and implement new features, scale systems without downtime or operational toil, and rapidly roll back mistakes.

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"Great to build your first Jamstack website! Drives you from choosing the correct framework to deployment and production." - Matej Strasek Jamstack = JavaScript, APIs, and Markup. Use established standard technologies to build super fast static websites without sacrificing rich, dynamic features. Building websites with simple, straightforward standards can feel like a breath of fresh air. Jamstack sites use JavaScript, APIs, and Markup to create fast, dynamic pages without the overhead of heavyweight frameworks. The Jamstack Book is your essential guide to this exciting new web architecture. Written by renowned Jamstack experts Raymond Camden and Brian Rinaldi, it's filled with real-world projects to develop and hone your skills. about the technologyThe Jamstack answers your need for site speed and simplicity in development. This modern web architecture combines client-side JavaScript, APIs, and pre-rendered Markup (the JAM in Jamstack) to give developers the quick load times of static websites without forfeiting any dynamic functionality. Secure and easy to maintain, Jamstack sites are naturally optimized for slower mobile connections and for search engines that prioritize speed. about the bookThe Jamstack Book is a comprehensive guide to developing standards-based static websites using JavaScript, APIs, and standard HTML markup. In this hands-on guide, you'll build a new project each chapter, creating a portfolio of Jamstack-architecture sites that range from a simple blog to an eCommerce store. Each new project teaches you important skills. You'll learn how to lay out and generate a site, deploy to the cloud, and add dynamic features like user logins and search functionality. Along the way, you'll try out a variety of lightweight tools, including Hugo, Jekyll, Eleventy, and Netlify. By the time you're finished, you'll be ready to build fast and secure static sites and migrate your existing websites to Jamstack! what's insideUse different static site generators to build websitesDeploy Jamstack sites with Hugo, 11ty, and JekyllAdd dynamic capabilities like form processing and eCommerceEnhance your Jamstack site with serverless capabilitiesIntegrate a CMS with a Jamstack site about the readerFor web developers and CMS site developers. about the authorRaymond Camden is a lead developer evangelist for HERE. He works on maps, geospatial stuff, JavaScript, and enterprise cat demos. He is the author of multiple books on web development and has been actively blogging and presenting for almost twenty years. Brian Rinaldi is a developer advocate at StepZen. Brian has been involved in static site and Jamstack development since the early days, writing and speaking extensively on a range of related topics. Brian also serves as the editor of Jamstacked, a newsletter focused exclusively on the Jamstack community.

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Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and KerasTuner. Automated Machine Learning in Action, filled with hands-onexamples and written in an accessible style, reveals how premade machine learning components can automate time-consuming ML tasks. Automated Machine Learning in Action teaches you to automate selecting the best machine learning models or data preparation methods for your own machine learning tasks, so your pipelines tune themselves without needing constant input. You'll quickly run through machine learning basics thatopen upon AutoML to non-data scientists, before putting AutoML into practicefor image classification, supervised learning, and more. Automated machine learning (AutoML) automates complex andtime-consuming stages in a machine learning pipeline with pre packaged optimal solutions. This frees up data scientists from data processing and manualtuning, and lets domain experts easily apply machine learning models to their projects.

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AI models can become so complex that even experts have difficulty understanding them—and forget about explaining the nuances of a cluster of novel algorithms to a business stakeholder! InterpretableAI is filled with cutting-edge techniques that will improve your understanding of how your AI models function. InterpretableAI is a hands-on guide to interpretability techniques that open up the black box of AI. This practical guide simplifies cutting edge research into transparent and explainable AI, delivering practical methods you can easily implement with Python and opensource libraries. With examples from all major machine learning approaches, this book demonstrates why some approaches to AI are so opaque, teaches you toidentify the patterns your model has learned, and presents best practices for building fair and unbiased models. How deep learning models produce their results is often a complete mystery, even to their creators. These AI"black boxes" can hide unknown issues—including data leakage, the replication of human bias, and difficulties complying with legal requirements such as the EU's "right to explanation." State-of-the-art interpretability techniques have been developed to understand even the most complex deep learning models, allowing humans to follow an AI's methods and to better detect when it has made a mistake.

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Many machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results. Ensemble Methods for Machine Learning is a guide to ensemble methods with proven records in data science competitions and real world applications. Learning from hands-on case studies, you'll develop an under-the-hood understanding of foundational ensemble learning algorithms to deliver accurate, performant models. About the Technology Ensemble machine learning lets you make robust predictions without needing the huge datasets and processing power demanded by deep learning. It sets multiple models to work on solving a problem, combining their results for better performance than a single model working alone. This "wisdom of crowds" approach distils information from several models into a set of highly accurate results.

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Hello World! Third Edition is a fun, easy-to-use guide with copious illustrations and engaging examples. It takes the reader on a playful tour of basic programming concepts and then puts those concepts together to make fun and useful programs. It uses Python, a programming language that is one of the easiest to read, write, and understand. Like the previous two editions, Hello World! Third Edition is not just for kids. While the tone is light and engaging, it doesn't "talk down" to the reader, and beginners of any age will love its readability and sense of humor. Written by Warren Sande and his son, Carter, it is full of examples that will get you thinking and learning. Reviewed by professional educators, this book is kid-tested and parent-approved. You don't need to know anything about programming to use the book, just the basics of using a computer. If you can start a program and save a file, you can learn to program using this book! Uses free open source software Lots of graphics, cartoons, and fun examples Complete set of practice questions and exercises Illustrated in full color

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Large datasets tend to be distributed, non-uniform, and prone to change. Dask simplifies the process of ingesting, filtering, and transforming data, reducing or eliminating the need for a heavyweight framework like Spark. Data Science at Scale with Python and Dask teaches readers how to build distributed data projects that can handle huge amounts of data. The book introduces Dask Data Frames and teaches helpful code patterns to streamline the reader’s analysis. Key Features Working with large structured datasets Writing DataFrames Cleaningand visualizing DataFrames Machine learning with Dask-ML Working with Bags and Arrays Written for data engineers and scientists with experience using Python. Knowledge of the PyData stack (Pandas, NumPy, and Scikit-learn) will be helpful. No experience with low-level parallelism is required. About the technology Dask is a self-contained, easily extendible library designed to query, stream, filter, and consolidate huge datasets. Jesse Daniel has five years of experience writing applications in Python, including three years working with in the PyData stack (Pandas, NumPy, SciPy, Scikit-Learn). Jesse joined the faculty of the University of Denver in 2016 as an adjunct professor of business information and analytics, where he currently teaches a Python for Data Science course.

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Scala is a multi-style programming language for the JVM that supports both object-oriented and functional programming. Master Scala, and you'll be well-equipped to match your programming approach to the type of problem you're dealing with. Packed with examples and exercises, Get Programming with Scala is perfect starting point for developers with some OO knowledge who want to learn Scala and pick up a few FP skills along the way. about the technologyAlthough it’s a relative newcomer, Scala turned out to be the right language at the right time, opening up the world of functional programming to the JVM. Scala looks a lot like Java, and it interacts seamlessly with familiar Java libraries and tools. Since it fully supports functional programming, Scala gives you the freedom to choose the right programming style exactly when it benefits you. Scala can be daunting at first, especially if you’re seeing FP ideas for the first time. Fortunately, with the examples and exercises in this book, you’ll get over the initial learning hump quickly and start doing interesting projects before you know it! about the book Get Programming with Scala teaches you the core skills you'll need to code with Scala. This book lives up to its name! You'll learn the ins and outs of Scala by actually programming with it, thanks to the practical examples, exercises, and easy-to-follow lessons. You'll start by reviewing OOP concepts in the Scala language. Then, example-by-example, you'll gradually open up the world of functional programming. You'll explore functions and types and learn how to combine them to create powerful, flexible abstractions. Along the way, you'll learn some Scala testing and get an intuition for sniffing out and fixing code that doesn't smell quite right. what's inside Learn to express OO principles in Scala Express your program designs in functions Make use of types to enforce program requirements Use abstractions to avoid code duplication Write meaningful tests and recognize code smells about the readerWritten for developers with some prior experience in an OOP language like Java or C#. No experience with Scala or functional programming is needed. about the author Daniela Sfregola started working with Scala in 2013. Since then she has been an active contributor to the Scala Community. Daniela currently maintains several open source projects in the community and regularly speaks at Scala conferences. She blogs about Scala regularly at https://danielasfregola.com

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Description Phoenix is a modern web framework built for the Elixir programming language. Elegant, fault-tolerant, and performant, Phoenix is as easy to use as Rails and as rock-solid as Elixir’s Erlang-based foundation. Phoenix in Action builds on your existing web dev skills, teaching you the unique benefits of Phoenix along with just enough Elixir to get the job done. Phoenix in Action is an example-based tutorial that teaches you how to use the Phoenix framework to build production-quality web apps. Following a running example of an online auction site, you’ll design and build everything from the core components that drive the app to the real-time user interactions where Phoenix really shines. You’ll handle business logic, database interactions, and app designs that take advantage of functional programming as you discover a better way to develop web applications. Key features · Use channels for real-time communication · Learn database interactions with Ecto · Hands-on examples · Step-by-step instructions · Jargon-free Audience Written for web developers familiar with a framework like Rails or ASP.NET. No experience of Elixir or Phoenix required. About the technology Phoenix is a web framework for the Elixir language. Phoenix applications are blazingly fast, and as a developer you’ll appreciate the attention to detail in the framework design that makes you superproductive almost immediately. In particular, Phoenix channels provide an easy way to set up and manage real-time communication.

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Description The Linux operating system powers millions of web servers, data centers, and application platforms worldwide. Whether you're pushing applications to a cloud system like AWS, building a twitter bot on a Raspberry Pi, or rescuing files from a crashed laptop, Linux is required knowledge. Linux in Action is a task-based tutorial that will give readers the skills and deep understanding they'll need to administer a Linux-based system. Key features · Hands-on guide · Step-by-step examples · Task-based Audience Readers should be comfortable working with the files, networks, and basic resources of a modern operating system. About the technology Linux makes it possible to do all kinds of really useful and creative things. For instance, you can load a Linux "live boot" image on a USB stick, boot a PC whose own hard disk has been corrupted, and troubleshoot and fix the problem.

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Description ASP.NET Core is a re-imagining of the .NET Framework that frees developers from Visual Studio and Windows. ASP.NET Core in Action is for C# developers without any web development experience who want to get started and productive using ASP.NET Core to build web applications. Key features · Hands-on lessons · Step-by-step guide · Real-world examples Audience Readers should have experience with C#. No web development experience needed. About the technology ASP.NET Core was motivated by the desire to create a web framework with four main goals: 1. To be run and developed cross-platform 2. To have a modular architecture for easier maintenance 3. To be developed completely as open-source software. 4. To be applicable to current trends in web development, such as client-side applications and deploying to cloud environments.

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React is a JavaScript library developed for one main reason—to build reusable UI components that present ever-changing data. The React philosophy is to focus solely on the user interface. In model-viewcontroller (MVC) terminology, React is the view. Because it has to work with models and other libraries, it’s designed to play nicely with pretty much any other framework, router, style, and model library. And it's well supported—React emerged from Instagram and is now used by Facebook, Asana, Khan Academy, and Atom among many more. React Quickly is for anyone who wants to learn React.js fast. This handson book teaches needed concepts by using lots of examples, tutorials, and a large main project that gets built throughout. It starts with the basics, including how React fits into applications, JSX, and handling states, and events. Next, it explores core topics like components, forms, and data. Finally, the book dives into React integration topics, like unit testing and isomorphic JavaScript with Express.js, and Gulp. Key Features: · Uses videos to supplement learning · Chock full of examples · Gets readers using React quickly This book is for web developers who have some JavaScript experience. About the Technology: React is a JavaScript library developed for one main reason—to build reusable UI components that present ever-changing data. React emerged from Instagram and is now used by Facebook, Asana, Khan Academy, and Atom among many more.

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Stop dangerous threats and secure your vulnerabilities without slowing down delivery. This practical book is a one-stop guide to implementing a robust application security program.Application Security Program Handbook teaches you to implement a robust program of security throughout your development process. It goes well beyond the basics, detailing a flexible approach that can adapt and evolve to new and emerging threats. Follow the expert advice in this guide and you'll reliably deliver software that is free from security defects and critical vulnerabilities. As a developer, you must build security into your software throughout its development lifecycle. This book addresses all the practices, tools, technology, people, and processes you need to reduce the risk of attacks and vulnerabilities in your software. Application Security Program Handbook is full of strategies for setting up and maturing a security program for your development process. Its realistic recommendations take a service-oriented approach to application security that's perfectly suited to the fast-pace of modern development. Focused on the realities of software development, it shows you how to avoid making security a gated exercise.Inside, you'll learn to assess the current state of your app's security, identify key risks to your organization, and measure the success of any defensive programs you deploy. You'll master common methodologies and practices that help safeguard your software, along with defensive tools you can use to keep your apps safe. With this handy reference guide by your side, you'll be able to implement reliable security in a way that doesn't impact your delivery speed. RETAIL SELLING POINTS Application security tools you can use throughout the development lifecycle Creating threat models Mitigating web app vulnerabilities Creating a DevSecOps pipeline Application security as a service model Reporting structures that highlight the value of application security Creating a software security ecosystem that benefits development AUDIENCE For software developers, architects, team leaders, and project managers looking to implement security in their pipelines.

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Learn the skills you need to build React applications quickly! This fully revised second edition introduces functional components, React hooks, static site generators, and more. In React Quickly, Second Edition you will learn how to: Master React fundamentals Implement best practices and the components of good architecture Build full web apps with data and routing Test components with Jest and the React Testing Library Handle data with Redux, GraphQL, and Apollo Optimize React apps Build your skills with React and its ecosystem fast. There's no slow theory and tedious history. You'll dive into React code right from the very first chapter. The book teaches you how React thinks, introducing ways of structuring your architecture that even work with large teams. You'll explore over 100 useful and practical examples that put React into action. This new second edition has been completely rewritten to cover the latest developments in the React framework. about the technology The React JavaScript library helps developers speedily build reliable and beautiful frontends and user interfaces. Its simple architecture makes it easy to create complex web applications. React's compartmentalized components can be quickly and easily tested in isolation and composed into a full application. This makes React a perfect choice for anything from quick prototypes to full-scale large websites. And because it's all JavaScript, React is instantly familiar. about the book React Quickly, Second Edition is a practical guide to React for busy web developers. Following over 100 carefully chosen and clearly explained examples, you'll learn React development using your existing JavaScript and web development skills. This totally rewritten second edition is full of brand new topics, including chapters on functional components, static site generations, and CSS in JS. Plus, you'll love the new sample projects ranging from an interactive menu to an online bookstore! All examples follow the best practices for web accessibility to make your applications open to everyone. RETAIL SELLING POINTS • Master React fundamentals • Implement best practices and the components of good architecture • Build full web apps with data and routing • Test components with Jest and the React Testing Library • Handle data with Redux, GraphQL, and Apollo • Optimize React apps AUDIENCE This book is for developers comfortable building web applications with JavaScript.

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Learn the big skills of C programming by creating bite-size projects! Work your way through these 21 fun and interesting tiny challenges to master essential C techniques you'll use in full-size applications. In Tiny C Projectsyou will learn how to: Create libraries of functions for handy use and re-use Process input through an I/O filter to generate customized output Use recursion to explore a directory tree and find duplicate files Develop AI for playing simple games Explore programming capabilities beyond the standard C library functions Evaluate and grow the potential of your programs Improve code to better serve users Tiny C Projectsis an engaging collection of 21 small programming challenges! Hone and develop your C abilities with lighthearted games like Hunt the Wumpus and tic-tac-toe, utilities like a useful calendar and a mini-editor app, and thought-provoking exercises like encoding and cyphers. Every project encourages you to evolve your code, add new functions, and explore the full capabilities of C. About the technology C is a mature and secure language that's perfect for everything from low-level systems programming to high performance embedded applications. The 21 fun projects in this guide demonstrate the range of C's capabilities and give you hands-on experience with this powerful and flexible language. About the book Tiny C Projects builds and hones your C programming skills with interesting and exciting challenges. You'll expand your C programming portfolio by creating useful utility programs, fun games, password generators, directory utilities, and more. Each program you create starts out simple and then deepens as you explore approaches and alternatives you can use to achieve your goals. Once you'e done, you'll find it easy to scale up the skills you've learned from tiny projects into real applications. RETAIL SELLING POINTS Create libraries of functions for handy use and re-use Process input through an I/O filter to generate customized output Use recursion to explore a directory tree and find duplicate files Develop AI for playing simple games Explore programming capabilities beyond the standard C library functions Evaluate and grow the potential of your programs Improve code to better serve users AUDIENCE For C programmers of all skill levels who want to hone their skills with the language

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Apply advanced techniques for optimising machine learning processes For machine learning practitioners confident in maths and statistics. Bayesian Optimization in Action shows you how to optimise hyperparameter tuning, A/B testing, and other aspects of the machine learning process, by applying cutting-edge Bayesian techniques. Using clear language, Bayesian Optimization helps pinpoint the best configuration for your machine-learning models with speed and accuracy. With a range of illustrations, and concrete examples, this book proves that Bayesian Optimisation doesn't have to be difficult! Key features include: Train Gaussian processes on both sparse and large data sets Combine Gaussian processes with deep neural networks to make them flexible and expressive Find the most successful strategies for hyperparameter tuning Navigate a search space and identify high-performing regions Apply Bayesian Optimisation to practical use cases such as cost-constrained, multi-objective, and preference optimisation Use PyTorch, GPyTorch, and BoTorch to implement Bayesian optimisation You will get in-depth insights into how Bayesian optimisation works and learn how to implement it with cutting-edge Python libraries. The book's easy-to-reuse code samples will let you hit the ground running by plugging them straight into your own projects! About the technology Experimenting in science and engineering can be costly and time-consuming, especially without a reliable way to narrow down your choices. Bayesian Optimisation helps you identify optimal configurations to pursue in a search space. It uses a Gaussian process and machine learning techniques to model an objective function and quantify the uncertainty of predictions. Whether you're tuning machine learning models, recommending products to customers, or engaging in research, Bayesian Optimisation can help you make better decisions faster.

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Create your first 2D, 3D, and AR/VR games with the awesome Unity game platform. With this hands-on beginner's guide, you'll start building games fast! In Unity in Action, Third Edition, you will learn how to: Create characters that run, jump, and bump into things Build 3D first-person shooters and third-person action games Construct 2D card games and side-scrolling platformers Script enemies with AI Improve game graphics by importing models and images Design an intuitive user interface for your games Play music and spatially-aware sound effects Connect your games to the internet for online play Deploy your games to desktop, mobile, and the web Thousands of new game developers have chosen Joe Hocking's Unity in Action as their first step toward Unity mastery. This fully updated third edition comes packed with fully refreshed graphics, Unity's latest features, and coverage of the augmented and virtual reality toolkits. Using your existing coding skills, you'll write custom code instead of just clicking together premade scripts. You'll master the Unity toolset from the ground up, adding the skills you need to go from application coder to game developer. Build your next game without sweating the low-level details. The Unity game engine handles the heavy lifting, so you can focus on game play, graphics, and user experience. With support for C#, a huge ecosystem of production-quality prebuilt assets, and a strong dev community, Unity will get your game idea off the drawing board and onto the screen! You can even use Unity for more than game development, with new tools for VR and augmented reality that are perfect for developing useful apps.

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Use Akka to solve the big problems of distributed systems—from multithreading and concurrency, to handling scalability and failure. In Akka in Action, Second Edition you will learn how to: Create basic programs with Akka Work with clusters to build robust, fault tolerant programs Create and maintain distributed state with strong consistency guarantees Build microservices with Akka Utilize concurrency and parallelism Test Akka software Akka in Action, Second Edition teaches you to use the latest version of Akka to solve common problems of distributed systems. Akka contributor Francisco López-Sancho demonstrates Akka's complex concepts through real-world use cases, including clustering, sharding, persistence, and deploying to Kubernetes. Discover the power of the Actor model, and how to leverage most of the Akka modules to create microservices that are reliable and fault tolerant. about the technology Akka is a toolkit of libraries that make it easy to implement distributed applications in Scala and Java. Akka's Actor model avoids many of the complexities of multithreading, while making systems elastic and resilient, and provides strong consistency. about the book Akka in Action, Second Edition is a practical guide to building message-oriented systems with Akka. Extensively revised by Akka contributor and consultant Francisco López-Sancho, this upgraded second edition comes with new coverage of Akka typed, microservices architecture, and more. You'll learn how to build with Akka actors and why they're the perfect solution for distributed systems. Driven by practical examples, this book is the perfect guide to creating elastic, resilient, and reactive software with Akka.

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Fast Python for Data Science is a hands-on guide to writing Python code that can process more data, faster, and with less resources. It takes a holistic approach to Python performance, showing you how your code, libraries, and computing architecture interact and can be optimized together. Written for experienced practitioners, Fast Python for Data Science dives right into practical solutions for improving computation and storage efficiency. You'll experiment with fun and interesting examples such as rewriting games in lower-level Cython and implementing a MapReduce framework from scratch. Finally, you'll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made counterintuitive ideas the most efficient way of working. About the technologyFast, accurate systems are vital for handling the huge datasets and complex analytical algorithms that are common in modern data science. Python programmers need to boost performance by writing faster pure-Python programs, optimizing the use of libraries, and utilizing modern multi-processor hardware; Fast Python for Data Science shows you how.

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