Название: Hands-On AWS CDK: Building Cloud Native Applications with Infrastructure as Code
Автор: Sam Ward Biddle, Kyle T. Jones
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 290
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Looking to accelerate development and build cloud native applications with AWS Cloud Development Kit? Through hands-on projects, you'll learn the basics of AWS CDK, the tool of choice for many of the world's largest technology companies. Informed by real case studies and years of work with enterprise-scale cloud architectures, this book will benefit both novice and advanced cloud developers. It's complete with step-by-step explanations of essential concepts, practical examples, and self-assessment questions to help you build a shareable portfolio of completed projects, demonstrating your ability to build cloud infrastructure at scale. The AWS Cloud Development Kit (CDK) is an open source software development framework that enables developers to define cloud infrastructure using familiar programming languages such as Python, TypeScript, Java, C#, and others instead of traditional JSON or YAML templates. The development of AWS CDK has evolved over time, driven by the need for a more efficient and familiar way to define and manage cloud resources.

Название: Introduction to Statistical Computing and Visualization Using R
Автор: Megha Rathi
Издательство: CRC Press
Год: 2025
Страниц: 420
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

The book provides a foundational guide to statistical computing and visualisation Using R programming with an emphasis on practical data analysis skills that are directly applicable to diverse fields like finance, defence, health, and education. It uniquely combines a thorough explanation of basic constructs with advanced topics such as data visualisation, statistical modeling, and probability, making it accessible yet comprehensive for learners across disciplines. This approach allows readers not only to build essential R skills but also to apply them to real-world scenarios, equipping students and professionals from various disciplines with versatile analytical tools. It offers a comprehensive yet approachable introduction for students and scholars from various disciplines using R.

Название: Data Engineering Design Patterns: Recipes for Solving the Most Common Data Engineering Problems (Final Release)
Автор: Bartosz Konieczny
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 423
Язык: английский
Формат: epub
Размер: 10.1 MB

Data projects are an intrinsic part of an organization’s technical ecosystem, but data engineers in many companies continue to work on problems that others have already solved. This hands-on guide shows you how to provide valuable data by focusing on various aspects of data engineering, including data ingestion, data quality, idempotency, and more. Author Bartosz Konieczny guides you through the process of building reliable end-to-end data engineering projects, from data ingestion to data observability, focusing on data engineering design patterns that solve common business problems in a secure and storage-optimized manner. Each pattern includes a user-facing description of the problem, solutions, and consequences that place the pattern into the context of real-life scenarios. You’re about to replace a legacy data processing framework written in the C# programming language, which nobody in your organization knows anymore. All the maintainers left the company without leaving any useful documentation. You’ve performed a reverse-engineering step, and now, you are rewriting the logic with a modern open source Python library.

Название: Unwrapping Monads & Friends: Shining Light on Functional Programming's Scariest Concepts
Автор: Kyle Simpson
Издательство: Leanpub
Год: 2025-04-10
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Are you scared by mathematical symbols or formal terms like "monad"? Unwrapping Monads & Friends offers a clear, approachable path through functional programming’s most intimidating concepts—no math degree required. If you've ever said "I kind of get it, but not really," this is the guide that finally makes it click. Unwrapping Monads & Friends is a deep-yet-friendly guide to one of functional programming’s most notoriously misunderstood topics: the monad. Written with clarity, empathy, and a healthy dose of pragmatism, this book breaks through the fog of intimidating jargon and dense formalism to offer a clear, grounded understanding of what monads actually are. This isn’t just "yet another monad tutorial." It’s a practical journey through the conceptual landscape of monads and their closely related "friends"—including functors, foldables, and applicatives—anchored in real jаvascript examples and a gradual learning curve. Whether you’ve struggled through Haskell-heavy blog posts or are just FP-curious, this guide offers a fresh path forward, revealing the power and elegance of these patterns without requiring a math degree or prior exposure to category theory.

Название: Real-World Event Sourcing: Distribute, Evolve, and Scale Your Elixir Applications
Автор: Kevin Hoffman
Издательство: Pragmatic Bookshelf
Год: February 2025 (Version: P1.0)
Страниц: 202
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Reality is event-sourced; your mind processes sight, sound, taste, smell, and touch to create its perception of reality. Software isn't that different. Applications use streams of incoming data to create their own realities, and when you interpret that data as events containing state and context, even some of the most complex problems become easily solvable. Unravel the theory behind event sourcing and discover how to put this approach into practice with practical, hands-on coding examples. From early-stage development through production and release, you'll unlock powerful new ways of clearing even the toughest programming hurdles. The language of choice for this book is Elixir. While some previous knowledge of Elixir will certainly help with running and understanding some of the samples, it isn’t strictly required. Many of the samples should be easy enough to read by anyone with exposure to functional programming languages. Some more advanced content leverages GenServer and GenStage, so if you’re unfamiliar with those concepts, you may want to read up on them before you progress beyond the fundamentals presented in the first four chapters.

Название: Прогнозное моделирование в IBM SPSS Statistics и R: Метод деревьев решений
Автор: Груздев А.В.
Издательство: ДМК
Год: 2016
Cтраниц: 278
Формат: pdf (ocr)
Размер: 33 мб
Язык: русский

Данная книга представляет собой практическое руководство по применению метода деревьев решений для задач сегментации, классификации и прогнозирования. Каждый раздел книги сопровождается практическим примером. Кроме того, книга содержит программный код SPSS Syntax и R, позволяющий полностью автоматизировать процесс построения прогнозных моделей.

Название: Efficient Android Coding with Kotlin
Автор: Onyx Rose
Издательство: Independently published
Год: 2025
Страниц: 309
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unlock the huge potential of Android development with Kotlin. Efficient Android Coding with Kotlin is a professional guide tailored for experienced developers who want to write cleaner, faster, and more scalable mobile applications. This book dives deep into modern coding practices, advanced Kotlin features, and performance optimization strategies to help you elevate your Android projects. From understanding Kotlin's expressive syntax to implementing robust architectural patterns, this book equips you with the tools to build high-quality, maintainable apps. You'll learn how to harness the power of Jetpack Compose, streamline data management, and eliminate performance bottlenecks using real-world examples and practical insights. Whether you're developing large-scale apps or refining your workflow, this book provides clear guidance, expert techniques, and hands-on practices to level up your Android development skills. Build apps that perform better, scale smoothly, and stand the test of time—powered by Kotlin.

Название: Mastering Python: Learn Python Step-by-Step with Practical Projects
Автор: Amelia Hartman
Издательство: Independently published
Год: 2025
Страниц: 140
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Mastering Python: From Basics to Expert-Level Programming: Learn Python Step-by-Step with Practical Projects" will help you unleash the potential of Python and advance your programming abilities. This thorough manual is intended to assist seasoned developers in advancing their skills and turning novices into competent programmers. This book lays a solid foundation for your journey by guiding you through Python's syntax, variables, and control structures, starting with the foundations. As you advance, you will study intermediate subjects, including dealing with modules, handling errors, and object-oriented programming. Advanced ideas like decorators, APIs, and concurrency are explained in an easy-to-understand, step-by-step fashion for individuals who want to push themselves. This book is unique since it takes a hands-on, project-based approach. You'll put your knowledge to use in practical situations by designing a web scraper, an API-based weather app, and a budget tracker. In addition to strengthening your comprehension, these practical assignments get you ready to tackle actual problems in work environments.

Название: ASYNC Rust: Unleashing the Power of Fearless Concurrency
Автор: Maxwell Flitton, Caroline Morton
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 264
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB
Размер: 10.1 MB

Already popular among programmers for its memory safety and speed, the Rust programming language is also valuable for asynchrony. This practical book shows you how asynchronous Rust can help you solve problems that require multitasking. You'll learn how to apply async programming to solve problems with an async approach. You will also dive deeper into async runtimes, implementing your own ways in which async runtimes handle incoming tasks. Asynchronous programming in Rust, often referred to as Async Rust, is a powerful paradigm that allows developers to write concurrent code that is more efficient and scalable. Rust’s type system and ownership model provide the safety guarantees that we all love. However, mastering async Rust requires an understanding of specific concepts, such as futures, pinning, and executors. This book will guide you through these concepts, equipping you with the knowledge needed to apply async to your own projects and programs. This book is aimed at intermediate Rust developers who want to learn how to improve their applications and programs by using the range of asynchronous functionality available to them.

Название: Scripting with PowerShell for Beginners: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 282
Язык: английский
Формат: pdf, epub (true)
Размер: 10.5 MB

"Scripting with PowerShell for Beginners: A Practical Guide with Examples" serves as a comprehensive introduction to PowerShell, a powerful scripting language and automation tool, essential for modern system administration and configuration management. Designed for those new to PowerShell, this book offers a clear and structured approach to learning the essentials of scripting, from basic command syntax to complex automation tasks. By integrating concrete examples and practical exercises, it facilitates not only the understanding but also the application of PowerShell's capabilities in real-world scenarios. The book meticulously unpacks the core components of PowerShell, guiding readers through variables, data types, operators, and the crucial control structures that dictate script flow. Readers are introduced to the mechanics of cmdlets, functions, and modules, which are instrumental in writing efficient and reusable code. Furthermore, it emphasizes the significance of objects and the pipeline in PowerShell, demonstrating how these elements can be manipulated to enhance script functionality and efficiency.