Название: Cloud Native Infrastructure with Azure (Second Early Release)
Автор: Nishant Singh and Michael Kehoe
Издательство: O’Reilly Media
Год: 2022-01-20
Формат: epub/pdf(conv.)
Размер: 13.2 Mb
Язык: English

The cloud is becoming the de facto home for companies ranging from enterprises to startups. Moving to the cloud means moving your applications from monolith to microservices. But once you do, maintaining and running these services brings its own level of complexity. The answer? Modularity, deployability, observability, and self-healing capacity through cloud native development.

Название: Антология машинного обучения. Важнейшие исследования в области ИИ за последние 60 лет
Автор: Терренс Сейновски
Издательство: Москва
Год: 2022
Формат: ePUB, PDF
Страниц: 440
Размер: 11,7 Mb
Язык: Русский

История машинного обучения, от теоретических исследований 50-х годов до наших дней, в изложении ведущего мирового специалиста по изучению нейросетей и искусственного интеллекта Терренса Сейновски. Автор рассказывает обо всех ключевых исследованиях и событиях, повлиявших на развитие этой технологии, начиная с первых конгрессов, посвященных искусственному разуму, и заканчивая глубоким обучением и возможностями, которые оно предоставляет разработчикам ИИ.

Название: Data Algorithms with Spark (Sixth Early Release)
Автор: Mahmoud Parsian
Издательство: O’Reilly Media, Inc.
Год: 2022-01-20
Формат: epub/pdf (conv.)
Размер: 18.2 Mb
Язык: English

Apache Spark’s speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples for this framework using PySpark.

Название: Machine Learning Fundamentals: A Concise Introduction
Автор: Hui Jiang
Издательство: Cambridge University Press
Год: 2022
Формат: PDF
Страниц: 420
Размер: 64 Mb
Язык: English

This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

Название: Algorithms and Data Structures for Massive Datasets (MEAP Version 8)
Автор: Dzejla Medjedovic, Emin Tahirovic, and Ines Dedo
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 280
Размер: 20.1 Mb
Язык: English

Algorithms and Data Structures for Massive Datasets teaches you to take advantage of data processing and analytics techniques specifically designed for large distributed datasets. And you'll be amazed how easy it is to learn such a challenging topic from this friendly guide! Complex concepts are illustrated with interesting, entertaining graphics and fascinating industry stories that show how these techniques have succeeded in the real world. You'll study examples including Google BigTable, BitCoin, and a smart bed sensor app, learning to build data sketches for processing, querying and exploring large datasets. By the time you're done, you'll be able to identify the perfect algorithm to deliver faster and more reliable results for any data intensive system.

Название: Data-Oriented Programming: Unlearning objects (MEAP Version 14)
Автор: Yehonathan Sharvit
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 447
Размер: 10 Mb
Язык: English

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.

Название: Java Persistence with Spring Data and Hibernate (MEAP Version 4)
Автор: Catalin Tudose
Издательство: Manning Publications
Год: 2022
Формат:
Страниц: 358
Размер: 17 Mb
Язык: English

Java Persistence with Spring Data and Hibernate explores persistence with the most popular available tools. You’ll benefit from detailed coverage of Spring Data JPA, Spring Data JDBC, Spring Data REST, JPA, and Hibernate, comparing and contrasting the alternatives so you can pick what’s best for your code.

Название: Grokking Continuous Delivery (MEAP Version 6)
Автор: Christie Wilson
Издательство: Manning Publications
Год: 2022
Формат: True PDF
Страниц: 211
Размер: 17 Mb
Язык: English

Grokking Continuous Delivery is a practical guide to implementing and using continuous delivery in your software projects. It’s full of tool-agnostic best practices that you can apply to any software project, from libraries to large service applications. You’ll get a complete overview of all the pieces of a CD pipeline and learn how to fit them together for both new and legacy codebases.

Название: TypeScript for Beginners: The Ultimate Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2022
Страниц: 205
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Of late, TypeScript has risen in popularity owing to its ease of use and versatile compatibility. As such, more and more developers are looking to quickly and efficiently master TypeScript. If you’re looking for a detailed, yet easy to comprehend guide to TypeScript, your search ends here! The book is a detailed guide that will help learners get started with TypeScript programming in no time. It talks about the basics and then moves on to practical exercises to help readers quickly gain the required knowledge. The book is meant for both jаvascript developers and learners without a formal JS background. Furthermore, while a background in jаvascript programming might be of help, the book requires no prior coding background and can be easily mastered even by beginners.

Название: PHP & MySQL: Novice to Ninja, 7th Edition
Автор: Tom Butler
Издательство: SitePoint Pty. Ltd
Год: 2022
Формат: ePUB
Страниц: 632
Размер: 10 Mb
Язык: English

PHP & MySQL: Novice to Ninja, 7th Edition is a hands-on guide to learning all the tools, principles, and techniques needed to build a professional web application using PHP & MySQL. Comprehensively updated to cover PHP 8 and modern best practice, this highly practical and fun book covers everything from installation through to creating a complete online content management system.