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Название: Изучаем Ray. Гибкие распределенные вычисления на Python в машинном обучении
Автор: Макс Пумперла, Эдвард Оукс, Ричард Ляо
Издательство: Books.kz/ДМК Пресс
Год: 2023
Страниц: 292
Язык: русский
Формат: pdf
Размер: 10.9 MB

Наука о данных — сложная и быстро развивающаяся область, которая нуждается в мощных инструментах и фреймворках для управления огромными объемами данных, генерируемых каждый день. Ray – это платформа кластерных вычислений для распространения и запуска Python-кода, даже со сложными библиотеками или пакетами, на кластерах бесконечного размера. Помимо Python, также Ray предоставляет API для Java и C++. Фреймворк использует задачи (функции) и субъекты (классы), чтобы распараллеливать пользовательский код. Ray помогает реализовать параллельные и распределенные вычисления в жизненном цикле науки о данных. Признавая, что масштабирование является одновременно необходимостью и вызовом времени, фреймворк Ray призван упростить разработчикам распределенные вычисления. Благодаря ему распределенные вычисления стали доступными для неспециалистов и стало довольно легко масштабировать скрипты Python по нескольким узлам. Издание предназначено для программистов на Python, инженеров и исследователей данных.

Название: Kubernetes и сети. Многоуровневый подход
Автор: Джеймс Стронг, Валлери Лэнси
Издательство: БХВ-Петербург,
Год: 2024
Страниц: 322
Язык: русский
Формат: pdf
Размер: 21.6 MB

Книга посвящена интеграции Kubernetes в готовые компьютерные сети. Рассмотрено, как оркестратор Kubernetes вписывается в сетевую модель OSI. Раскрыты вопросы интеграции сетей предприятия с облачными мощностями и контейнерными архитектурами. Рассмотрены ключевые факторы и новые зоны ответственности, возникающие при взаимодействии Kubernetes с каждым из уровней модели OSI. Приведены примеры быстрого масштабирования нагрузок, рассказано, как обеспечивать целостность данных и высокую отказоустойчивость, при активном применении современной виртуализации и передаче больших объёмов данных по сети. Данная книга предназначена для чтения от начала до конца теми, кто только начал заниматься администрированием сетей, кластеров и систем под Linux. Она также может быть полезна и уже опытным разработчикам и администраторам (DevOps), желающим освоить новые для них аспекты.

Название: Frameworkless Front-End Development: Do You Control Your Dependencies or are They Controlling You?, 2nd Edition
Автор: Francesco Strazzullo
Издательство: Apress
Год: 2023
Страниц: 294
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Explore an alternative method of front-end application development without using frameworks or third-party libraries. This updated book provides you with the required skills and freedom to consider a “no framework” approach when choosing a technology for creating a new project. New topics covered include a brief history of jаvascript frameworks and their key developments, how to protect domain code, and how to work with frameworkless in legacy applications. You’ll work through the most important issues in a clear and sensible way, using practical methods and tools to gain an understanding of non-functional requirements. This book answers questions on important topics such as state management, making a routing system, creating a REST client using fetch, and reveals the trade-offs and risks associated with choosing the wrong framework or tool for your project, as well as provides sustainability, and functional alternatives. For skilled jаvascript developers who want to understand how to effectively write code without using dependencies.

Название: Top 10 Hacking Scripts in Python, C#, and ASP.NET: 2 Books in 1: Unmasking Cyber Secrets: Python, C#, and ASP.NET Scripts to Propel Your Hacking Journey
Автор: Devwebtuts
Издательство: Devwebtuts Publishing
Год: 2023
Страниц: 343
Язык: английский
Формат: pdf, epub
Размер: 23.0 MB

Ultimate Resource for Aspiring Hackers: Presented by Devwebtuts Publishing, this comprehensive bundle showcases Python, C#, and ASP.NET for both novices and experts.
Master Hacking Skills: Equipped with detailed, step-by-step instructions and in-depth script functionality explanations, this two-book package is crafted for all skill levels. To maximize the benefits, think of this book as the launchpad to your discovery voyage. Each chapter builds upon the information obtained from the previous one, ensuring a smooth learning trajectory. Starting with the basics of ethical hacking, you’ll progressively learn to write complex C# and Python code. Remember, achieving greatness takes time. Persistence and determination will be your guiding stars throughout this journey. Consider this book a comprehensive map, illuminating every twist and turn, unveiling key findings on your path. Python, a widely acclaimed programming language, possesses immense power and is widely regarded for its versatility in developing hacking tools. This book proficiently explores the top 10 Python-based hacking scripts, offering a path to cybersecurity excellence. These scripts streamline intricate tasks, enabling the identification of system vulnerabilities, covering a range from network scanning to password cracking.

Название: Predictive Analytics for the Modern Enterprise: A Practitioner’s Guide to Designing and Implementing Solutions (Fourth Early Release)
Автор: Nooruddin Abbas Ali
Издательство: O’Reilly Media, Inc.
Год: 2023-08-31
Страниц: 210
Язык: английский
Формат: epub (true), mobi
Размер: 10.8 MB

If you're a data professional, you need to be aligned with your company's business activities more than ever before. This practical book provides the background, tools, and best practices necessary to help you design, implement, and operationalize predictive analytics in the cloud. Author Nooruddin Abbas Ali, principal solutions architect at MongoDB, brings you up to speed through industry use cases and end-to-end hands-on examples. At the time of writing this book, there was a lot of buzz about Artificial Intelligence (AI) and Machine Learning (ML). But how did we get from simple calculations to a chatbot having coherent conversations with other humans? From statistical extrapolation of sales figures to planning stocks based on predicted sales, enterprises have come a long way. This journey from data producing to data consuming and finally data driven is what I explore in this first chapter. Together I want to delve into the details of how data analytics has evolved over time, what is predictive analytics (PA) at its roots and its place in the analytical world. I then go on to discuss its role when it comes to data modeling and Machine Learning and the tools available today that can help us do just that. While Tensorflow with Python gives us a strong foundation on Machine Learning and its use for predictive analytics, it’s worthwhile to explore AI/ML services from major public cloud providers.

Название: Fluent React: Build Fast, Performant, and Intuitive Web Applications (Sixth Early Release)
Автор: Tejas Kumar
Издательство: O’Reilly Media, Inc.
Год: 2023-08-21
Страниц: 285
Язык: английский
Формат: epub (true), mobi, pdf
Размер: 10.2 MB

When it comes to building user interfaces on the web, React enables web developers to unlock a new world of possibilities. This practical book helps you take a deep dive into fundamental concepts of this jаvascript library, including JSX syntax and advanced patterns, the virtual DOM, React reconciliation, and advanced optimization techniques. By becoming fluent in React, you'll quickly learn how to build better web applications. Author Tejas Kumar helps you explore the depths of React in plain English, without the typical software engineering jargon, so you can more easily understand how this jаvascript library works. You'll learn how to write intuitive React code that fully understands the nuances and layers of React, unlocking a whole new level of fluency. We’ll start with the basics of React, and then dive deeper and deeper into the details of how React works.

Название: Learning Go: An Idiomatic Approach to Real-World Go Programming, 2nd Edition (Fifth Early Release)
Автор: Jon Bodner
Издательство: O’Reilly Media, Inc.
Год: 2023-07-11
Страниц: 386
Язык: английский
Формат: epub (true), mobi, pdf
Размер: 10.2 MB

Go has rapidly become the preferred language for building web services. Plenty of tutorials are available to teach Go's syntax to developers with experience in other programming languages, but tutorials aren't enough. They don't teach Go's idioms, so developers end up recreating patterns that don't make sense in a Go context. This practical guide provides the essential background you need to write clear and idiomatic Go. No matter your level of experience, you'll learn how to think like a Go developer. Author Jon Bodner introduces the design patterns experienced Go developers have adopted and explores the rationale for using them. This updated edition also shows you how Go's generics support fits into the language.

Название: GIT: A Beginner's Guide to Version Control System Excellence
Автор: Vinay Singh and Rakshit Singh
Издательство: RoseDog Books
Год: 2023
Страниц: 158
Язык: английский
Формат: epub
Размер: 12.1 MB

Agile and Kanban in modern development methodologies have changed the way software development world and business deliveries. The whole efforts are given to migrate from old style traditional centralized version control systems (VCSs) to a lightweight, distributed version control system (DVCS). As business continuity is an essential requirement in every aspect, especially in Real Time mission-critical applications like financial, defense, banking, and space domain, etc. Git has been around since 2014 and developed as an advanced and modern Version Control System (DVCS). Its following strengths can help you as a git administrator or expert in DevOps and Software development. This book covers all aspects of the advanced version control systems.

Название: Cloud Native Go: Building Reliable Services in Unreliable Environments, 2nd Edition (Second Early Release)
Автор: Matthew A. Titmus
Издательство: O’Reilly Media, Inc.
Год: 2023-09-01
Страниц: 119
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Learn how to use Go's strengths to develop services that are scalable and resilient even in an unpredictable environment. With this book's expanded second edition, Go developers will explore the composition and construction of cloud native applications, from lower-level Go features and mid-level patterns to high-level architectural considerations. Each chapter in this new edition builds on the lessons of the last, walking intermediate to advanced developers through Go to construct a simple but fully featured distributed key-value store. You'll learn about Go generics, dependability and reliability, memory leaks, and message-oriented middleware. New chapters on security and distributed state delve into critical aspects of developing secure distributed cloud native applications.

Название: Pro Spring 6 with Kotlin: An In-depth Guide to Using Kotlin APIs in Spring Framework 6
Автор: Peter Spath, Iuliana Cosmina, Rob Harrop, Chris Schaefer
Издательство: Apress
Год: 2023
Страниц: 938
Язык: английский
Формат: pdf (true), epub
Размер: 36.8 MB

Master the fundamentals of Spring Framework 6 while learning from the real-world experiences of Spring experts. Over the course of this book, you'll learn how to leverage Spring 6 in tandem with the Kotlin programming language to build complex enterprise applications from top to bottom. From monoliths to cloud native apps for streaming microservices, you’ll gain insight into every aspect of the process, including transactions, data access, persistence, and web and presentation tiers. As you progress through the book, the authors demonstrate how to run Kotlin with a single command, deploy new utility methods in String class, use Local-Variable Syntax for Lambda Parameters Nested Based Access Control, read/write strings to and from files, and using Flight Recorder. Also, a whole new generation of dependencies are available, and you’ll see exactly how to make optimal use of them. A full sample application will show you how to apply Spring 6’s new tools and techniques and see how they work together. Covering version 6 of the Spring Framework, this book is the most comprehensive Spring reference and practical guide available for harnessing the power of this leading enterprise Java application development framework. This edition covers core Spring and its integration with other leading Java technologies, such as Hibernate, JPA 3, Thymeleaf, Kafka, GraphQL, and WebFlux, using Kotlin as a programming language.