Название: Design Patterns in C# (Final Version)
Автор: Dmitri Nesteruk
Издательство: LeanPub
Год: 2020
Формат: PDF, EPUB, MOBI
Страниц: 375
Размер: 12 Mb
Язык: English

Discover modern implementations of Design Patterns using the C# programming language.
This book provides a modern, comprehensive overview of design pattern implementations for the .NET ecosystem using the C# programming language. The book covers every single pattern from the Gang of Four and a few extras such as enterprise and functional design patterns.

Название: Machine Learning Engineering (Final Version)
Автор: Andriy Burkov
Издательство: True Positive Inc.
Год: 2020
Формат: PDF
Страниц: 308
Размер: 38 Mb
Язык: English

From the author of a world bestseller published in eleven languages, The Hundred-Page Machine Learning Book, this new book by Andriy Burkov is the most complete applied AI book out there. It is filled with best practices and design patterns of building reliable machine learning solutions that scale. Andriy Burkov has a Ph.D. in AI and is the leader of a machine learning team at Gartner. This book is based on Andriy's own 15 years of experience in solving problems with AI as well as on the published experience of the industry leaders.

Название: Hacker's Guide to Machine Learning with Python
Автор: Venelin Valkov
Издательство: LeanPub
Год: 2020-07-13
Формат: PDF
Страниц: 272
Размер: 16,6 Mb
Язык: English

This book brings the fundamentals of Machine Learning to you, using tools and techniques used to solve real-world problems in Computer Vision, Natural Language Processing, and Time Series analysis. The skills taught in this book will lay the foundation for you to advance your journey to Machine Learning Mastery!

Название: The Kubernetes Book (Sept 2020 Edition)
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2020
Формат: PDF, EPUB, MOBI
Страниц: 182
Размер: 26 Mb
Язык: English

Containers are here and resistance is futile! Now that people are getting their heads around Docker, they need an orchestration platform to help them manage their containerized apps. Kubernetes has emerged as one of the hottest and most important container orchestration platforms in the world. This book gets you up to speed fast!
This is a book about Kubernetes - no prior knowledge required!
It's designed to teach you the theory and the practical as fast as possible so that you can hit the ground running with your first Kubernetes deployment.

Название: The Complete Guide to Modern jаvascript: Learn everything from the basics of jаvascript to the new ES2019 features. Practice with more than 50 quizzes and dive into the basis of TypeScript, 2nd Edition
Автор: Alberto Montalesi
Издательство: Independently published
Год: 2019
Страниц: 295
Язык: английский
Формат: pdf (true), azw3, epub
Размер: 10.1 MB

Whether you are a complete beginner or you have some knowledge in jаvascript, this book will guide you from the basics of the language to all the new features introduced until 2019. At the end of each chapter test your knowledge with quizzes. After reading this book, Let Const, generators, promises and async won't be a problem anymore. If you want to experience something new, this book also includes an introduction to the basics of TypeScript, a must-know for any jаvascript develop in 2019.

Название: Предиктивное моделирование на практике
Автор: Макс Кун, Кьелл Джонсон
Издательство: Питер
Год: 2019
Страниц: 640
Язык: русский
Формат: djvu
Размер: 15.3 MB

«Предиктивное моделирование на практике» охватывает все аспекты прогнозирования, начиная с ключевых этапов предварительной обработки данных, разбиения данных и основных принципов настройки модели. Все этапы моделирования рассматриваются на практических примерах из реальной жизни, в каждой главе дается подробный код на языке R. Эта книга может использоваться как введение в предиктивные модели и руководство по их применению. Читатели, не обладающие математической подготовкой, оценят интуитивно понятные объяснения конкретных методов, а внимание, уделяемое решению актуальных задач с реальными данными, поможет специалистам, желающим повысить свою квалификацию.

Название: Python: Guide to Advanced analytics syntax and data functionality
Автор: Herman Shermann
Издательство: Amazon.com Services LLC
Год: 2020
Страниц: 529
Язык: английский
Формат: epub, azw, mobi
Размер: 22.6 MB

Best Python manual. Almоѕt аnуоnе can lеаrn tо рrоgrаm. Thеrе аrе оnlу a few rеquirеmеntѕ (like hаving access to a соmрutеr), аnd you dоn't hаvе to bе a gеniuѕ. (Well... it helps if you аrе a gеniuѕ, I ѕuрроѕе, but уоu dоn't HAVE tо bе оnе). Thiѕ еBооk addresses some оf thе mоtivаtiоnѕ уоu might have for wаnting tо lеаrn digital рrоgrаmming in just 12 hоurѕ, lооkѕ at ѕоmе things tо consider, and diѕсuѕѕеѕ a fеw different wауѕ tо start learning now! Thе Python рrоgrаmming lаnguаgе iѕ a mоdеrn web рrоgrаmming lаnguаgе thаt wаѕ originally соnсеivеd аnd dеvеlореd by Guidо vаn Rоѕѕum in thе 1980ѕ. Sinсе thаt timе, Python hаѕ evolved intо a high-реrfоrmаnсе programming lаnguаgе that iѕ mоdulаr and еxtеnѕiblе. Some оf the lаrgеѕt wеbѕitеѕ in thе wоrld аrе utilizing Python ѕuсh аѕ YоuTubе, Disqus, and Rеddit. Pуthоn оffеrѕ a numbеr оf fеаturеѕ that make it аn attractive programming рlаtfоrm.

Название: Programming Interview Problems: Dynamic Programming (with solutions in Python)
Автор: Leonardo Rossi
Издательство: Independently published
Год: 2020
Страниц: 181
Язык: английский
Формат: True PDF + pdf (conv), epub
Размер: 10.1 MB, 24.0 MB

Are you preparing for a programming interview? Would you like to work at one of the Internet giants, such as Google, Facebook, Amazon, Apple, Microsoft or Netflix? Are you looking for a software engineer position? Are you studying computer science or programming? Would you like to improve your programming skills? If the answer to any of these questions is yes, this book is for you! The book contains very detailed answers and explanations for the most common dynamic programming problems asked in programming interviews. The solutions consist of cleanly written code, with plenty of comments, accompanied by verbal explanations, hundreds of drawings, diagrams and detailed examples, to help you get a good understanding of even the toughest problems.

Название: Beyond the Basic Stuff with Python Best Practices for Writing Clean Code
Автор: Al Swaigard
Издательство: No Starch Press
Год: 2021
Формат: True (PDF, EPUB)
Страниц: 386
Размер: 11 Mb
Язык: English

You've completed a basic Python programming tutorial or finished Al Sweigart's bestseller, Automate the Boring Stuff with Python. What's the next step toward becoming a capable, confident software developer?

Название: How Computers Really Work: A Hands-On Guide to the Inner Workings of the Machine
Автор: Matthew Justice
Издательство: No Starch Press, Inc.
Год: 2021
Страниц: 395
Язык: английский
Формат: pdf (true), epub
Размер: 11.9 MB, 10.5 MB

An approachable, hands-on guide to understanding how computers work, from low-level circuits to high-level code. How Computers Really Work is a hands-on guide to the computing ecosystem: everything from circuits to memory and clock signals, machine code, programming languages, operating systems, and the internet.