Название: 40 Machine Learning Algorithms
Автор: Anam Giri
Издательство: Anam Giri
Год: 2025
Формат: epub, pdf
Страниц: 337
Размер: 32,32 Мб
Язык: английский

40 Machine Learning Algorithms takes you on a journey through the essential algorithms that power modern AI and data science. Whether you're just starting out or already working in the field, this book breaks down 40 key machine learning algorithms, explaining how they work, what problems they solve, and how you can use them in your own projects. From the basics of linear regression to the complexities of deep learning, you'll gain a clear understanding of these powerful tools, enabling you to tackle real-world challenges with confidence. This book is designed to not only help you grasp the theory behind each algorithm but also inspire you to experiment and apply them in your own data-driven endeavors.

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: Тестирование черного ящика. Технологии функционального тестирования программного обеспечения и систем
Автор: Борис Бейзер
Издательство: Питер
Год: 2004
Формат: pdf
Страниц: 321
Размер: 23 Mb
Язык: Русский

Книга доктора Бейзера "Тестирование черного ящика" давно была признана классическим трудом в области поведенческого тестирования разнообразных систем. В ней глубоко рассматриваются основные вопросы тестирования программного обеспечения, позволяющие отыскать максимум ошибок при минимуме временных затрат. Чрезвычайно подробно излагаются основные методики тестирования, покрывающие все спектры аспектов разработки программных систем. Методичность и широта изложения делают эту книгу незаменимым помощником при проверке правильности функционирования программных решений.
Книга предназначена для тестировщиков программного обеспечения и программистов, стремящихся повысить качество своей работы.

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: ДМK
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: jаvascript Handbook Advanced Functions
Автор: Laurence Lars Svekis
Издательство: Laurence Lars Svekis
Год: 2024
Формат: pdf
Страниц: 312
Размер: 74,11 Мб
Язык: английский

In the dynamic world of web development, mastering jаvascript's advanced functions is essential for creating maintainable and efficient code. "jаvascript Handbook: Advanced Functions" is your definitive guide to harnessing the power of jаvascript to write cleaner, more modular, and scalable applications. This book covers advanced topics like higher-order functions, currying, function composition, and functional programming principles. You'll discover how to create functions that take other functions as arguments, return new functions, and elegantly manage asynchronous operations using promises and async/await. With clear explanations, real-world examples, and step-by-step exercises, you'll learn to apply these concepts to real projects.

Название: Learn Python Games with Exercises
Автор: LOUIS SMADBECK
Издательство: LOUIS SMADBECK
Год: 2024
Формат: epub, pdf
Страниц: 256
Размер: 24.2 Мб
Язык: английский

Here what you'll learn after downloading this book: Playing audio file in Pygame. Snowfall display using Pygame in Python. Rhodonea Curves and Maurer Rose in Python. Creating start Menu in Pygame. Tic Tac Toe GUI In Python using PyGame. Snake Game in Python – Using Pygame module. 8-bit game using pygame. Bubble sort visualizer using PyGame. Ternary Search Visualization using Pygame. Sorting algorithm visualization...