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Master ARM templates, Bicep scripting, and other Azure Infrastructure-as-Code tools, techniques, and practices to run application infrastructure on the Azure cloud.Azure Infrastructure as Code is a comprehensive guide to seamlessly managing your application infrastructure with Azure's native IaC tools. The book is aimed at supporting collaboration between operations professionals and software developers, to help speed up and improve the qualit...

A friendly, fun guide to making accurate predictions and revealing relationships in your data using linear and logistic regression.Regression, a Friendly Guide teaches you to build, assess, and interpret regression models. In each chapter, new modelling paradigms are introduced with simple language and illustrative examples. You'll steadily build up your theoretical understanding until you can intuitively interpret abstract regression models a...

An example-driven guide to building reusable UI components and web frontends-all with Blazor, C#, and .NET.Blazor in Action is a practical guide to building stunning UIs and client-side applications using C# and .NET. Written to the most recent stable build of Blazor, this example-driven book shows how to build a complete end-to-end hiking route web application that's full of easily reusable code. You'll create your own custom Blazor component...

Simplify data science infrastructure to give data scientists an efficient path from prototype to production.Effective Data Science Infrastructure is a hands-on guide to assembling infrastructure for data science and machine learning applications. It reveals the processes used at Netflix and other data-driven companies to manage their cutting edge data infrastructure. As you work through this easy-to-follow guide, you'll set up end-to-end infra...

Go beyond the basics with Spring Boot! This practical guide presents dozens of relevant scenarios in a convenient problem-solution-discussion format.Spring Boot in Practice covers dozens of handy Spring Boot development techniques, from basic functions to hidden features you probably didn't even know existed. Each recipe is built around a real-world problem, complete with a full solution and thoughtful discussion. You'll work your way from fun...

Build backend servers, services, and front-ends in Rust to get fast, reliable, and maintainable applications.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 y...

Eliminate the unavoidable complexity of object-oriented designs. Using the persistent data structures built into most modern programming languages, Data-oriented programming cleanly separates code and data, which simplifies state management and eases concurrency.Data-Oriented Programming teaches you to design and implement software using the data-oriented programming paradigm. In it, you'll learn author Yehonathan Sharvit's unique approach to ...

Tips, best practices, and handy Python features for designing better microservices architecture and streamlining API integrations.Microservice APIs in Python shares successful strategies and techniques for designing Microservices systems, with a particular emphasis on creating easy-to-consume APIs. This practical guide focuses on implementation over philosophizing and has just enough theory to get you started. You'll quickly go hands on design...

Software Mistakes and Tradeoffs teaches you how to make better decisions about designing, planning, and implementing applications.In Software Mistakes and Tradeoffs you'll learn from costly mistakes that Tomasz Lelek and Jon Skeet have encountered over their impressive careers. You'll explore real-world scenarios where poor understanding of tradeoffs lead to major problems down the road, to help you make better design decisions. Plus, with a l...

Cloud Native Spring in Action teaches you effective Spring and Kubernetes cloud development techniques that you can immediately apply to enterprise-grade applications.To really benefit from the reliability and scalability you get with cloud platforms, your applications need to be designed for that environment. Cloud Native Spring in Action is a practical guide for planning, designing, and building your first cloud native apps using the powerfu...

Functional Programming in C#, Second Edition teaches you to apply functional thinking to real-world problems using the C# language.Functional Programming in C#, Second Edition is fully revised to cover new functional-inspired features in the most recent releases of C#, including tuples, async streams, pattern matching, and records. Each chapter is packed with awesome perspectives and epiphany moments. Functional Programming in C#, Second Editi...

Street Coder: Rules to break and how to break them is a programmer's survival guide, full of tips, tricks, and hacks that will make you a more efficient programmer.Software development isn't an "ivory tower" exercise. Street coders get the job done by prioritizing tasks, making quick decisions, and knowing which rules to break. Street Coder: Rules to break and how to break them is a programmer's survival guide, full of tips, tricks, and hacks ...

To create secure applications and infrastructure on AWS, you need to understand the tools and features the platform provides and learn new approaches to configuring and managing them. AWS Security provides comprehensive coverage of the key tools and concepts you can use to defend AWS-based systems. AWS Security covers best practices for access policies, data protection, auditing, continuous monitoring, and incident response. Through well docum...

Data Analysis with Python and PySpark is a carefully engineered tutorial that helps you use PySpark to deliver your data-driven applications at any scale.When it comes to data analytics, it pays to think big. PySpark blends the powerful Spark big data processing engine with the Python programming language to provide a data analysis platform that can scale up for nearly any task. Data Analysis with Python and PySpark is your guide to delivering...

Written for developers who need to create user-facing DSLs, Domain-Specific Languages Made Easy unlocks clear and practical methods to create DSLs with easy-to-use interfaces.Imagine if your non-technical clients could safely produce software without the need for anyone to manually write code. Domain-specific languages are purpose-built programming interfaces that make that possible-no programming experience required. Written for developers wh...

Designing APIs with Swagger and OpenAPI introduces you to a design-first paradigm that will teach you the best practices for describing and designing RESTful APIs using OpenAPI and Swagger.Using standards like OpenAPI, you can provide reliable, easy-to-use interfaces that allow other developers safe, controlled access to your software. Designing APIs with Swagger and OpenAPI is a hands-on primer to properly designing and describing your APIs u...

Unity in Action, Third Edition teaches you to write and deploy games with Unity.Joe Hocking's expert instruction has given thousands of aspiring game developers a clear starting point for their journey into Unity. Starting with the initial groundwork of a new game development project, you'll quickly progress to creating scripts and building easy-to-read UIs. Now for the first time, this fully updated third edition presents new coverage of Unit...

The book develops your strategic understanding of data governance and helps you navigate the tricky trade-offs between privacy and business needs.Privacy Engineering 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 hel...

Interpretable AI is a hands-on guide to interpretability techniques that open up the black box of AI.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! Interpretable AI is filled with cutting-edge techniques that will improve your understanding of how your AI models function. Interpretable AI is a hands-on guide...

Grokking Functional Programming is a practical book written especially for object-oriented programmers.Grokking Functional Programming teaches you first to break down problems in a new way so you can approach them from a FP mindset. Following carefully-selected examples with thorough, carefully-paced explanations, you'll immerse yourself in FP concept by concept. Along the way, exercises, checks for understanding, and even the occasional puzzl...