Название: Программируем с PyTorch: создание приложений глубокого обучения
Автор: Ян Пойнтер
Издательство: Питер
ISBN: 978-5-4461-1677-5
Год: 2020
Формат: PDF/DjVu
Страниц: 256
Размер: 10 MB
Язык: Русский

PyTorch – это фреймворк от Facebook с открытым исходным кодом. Узнайте, как использовать его для создания собственных нейронных сетей.
Ян Пойнтер поможет разобраться, как настроить PyTorch в облачной среде, как создавать нейронные архитектуры, облегчающие работу с изображениями, звуком и текстом. Книга охватывает важнейшие концепции применения переноса обучения, модели отладки и использования библиотеки PyTorch. Вы научитесь:
Внедрять модели глубокого обучения в работу.
Использовать PyTorch в масштабных проектах.
Применять перенос обучения.
Использовать PyTorch torchaudio и сверточные модели для классификации аудиоданных.
Применять самые современные методы NLP, используя модель, обученную на «Википедии».
Выполнять отладку моделей PyTorch с TensorBoard и флеймграф.
Развертывать приложения PyTorch в контейнерах.
«PyTorch – это одна из самых быстрорастущих библиотек глубокого обучения, соперничающая с гигантом Google – TensorFlow – практически на равных. Книга обязательно должна стать настольной для каждого программиста и разработчика алгоритмов машинного обучения, которые хотят использовать PyTorch в своей работе».
Анкур Патель, вице-президент направления Data Science в компании 7Park Data.
Ян Пойнтер (Ian Pointer) – дата-инженер, создает решения машинного обучения для клиентов из списка Fortune 100. В настоящее время работает в Lucidworks, где занимается разработкой NLP-приложений и проектированием.

Название: Building Secure Cars: Assuring the Automotive Software Development Lifecycle
Автор: Dennis Kengo Oka
Издательство: Wiley
Год: 2021
Страниц: 323
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Explores how the automotive industry can address the increased risks of cyberattacks and incorporate security into the software development lifecycle. While increased connectivity and advanced software-based automotive systems provide tremendous benefits and improved user experiences, they also make the modern vehicle highly susceptible to cybersecurity attacks. In response, the automotive industry is investing heavily in establishing cybersecurity engineering processes. This book aims to assist auto industry insiders build more secure cars by incorporating key security measures into their software development lifecycle. Readers will learn to better understand common problems and pitfalls in the development process that lead to security vulnerabilities. To overcome such challenges, this book details how to apply and optimize various automated solutions, which allow software development and test teams to identify and fix vulnerabilities in their products quickly and efficiently.

Название: Introduction to algorithms and programming with Scratch 3.0 for mathematics
Автор: Myriam Gineste
Издательство: Independently published
Год: 2021
Страниц: 215
Язык: английский
Формат: pdf, epub
Размер: 21.3 MB

In this book, we are first going to learn to understand and then create algorithms. After that, we are going to learn how to program with Scratch 3.0. Inside, there are about a hundred algorithms and Scratch programs, displayed as examples or exercises with their correction, easily usable in classrooms or at home.

Название: The Natural Language for Artificial Intelligence
Автор: Dioneia Motta Monte-Serrat, Carlo Cattani
Издательство: Academic Press
Год: 2021
Формат: PDF
Страниц: 239
Размер: 10 Mb
Язык: English

The Natural Language for Artificial Intelligence presents the biological and logical structure typical of human language in its dynamic mediating process between reality and the human mind. The book explains linguistic functioning in the dynamic process of human cognition when forming meaning. After that, an approach to artificial intelligence (AI) is outlined, which works with a more restricted concept of natural language that leads to flaws and ambiguities. Subsequently, the characteristics of natural language and patterns of how it behaves in different branches of science are revealed to indicate ways to improve the development of AI in specific fields of science.

Название: Computing with C: A Practical Handbook for Engineering Students: Volume I-III
Автор: Kendra M.L. Cooper
Издательство: Amazon.com Services LLC
Серия: C for Engineering Students
Год: 2021
Страниц: 117+140+58
Язык: английский
Формат: pdf (true)
Размер: 33.2 MB

The C programming language remains a preferred choice for developing high performance, embedded systems. For students without any programming experience, learning to use the C programming language can be challenging. The book series provides a practical step-by-step approach to systematically understand and apply the basics of the language. In particular, it aligns with first year engineering courses such as APSC 160 at The University of British Columbia (Point Grey campus). Volume I consists of five chapters: Where to Start?, Fundamentals, Branch Control Statements, Loop Control Statements, and File Input/Output.

Название: Smart and Sustainable Intelligent Systems
Автор: Namita Gupta (Editor), Prasenjit Chatterjee (Editor), Tanupriya Choudhury (Editor)
Издательство: Scrivener Publishing LLC
Год: 2021
Формат: True PDF
Страниц: 576
Размер: 74.2 Mb
Язык: English

The world is experiencing an unprecedented period of change and growth through all the electronic and technilogical developments and everyone on the planet has been impacted. What was once ‘science fiction’, today it is a reality.
This book explores the world of many of once unthinkable advancements by explaining current technologies in great detail. Each chapter focuses on a different aspect - Machine Vision, Pattern Analysis and Image Processing - Advanced Trends in Computational Intelligence and Data Analytics - Futuristic Communication Technologies - Disruptive Technologies for Future Sustainability.

Название: Learn Python Visually: Creative Coding with Processing.py
Автор: Tristan Bunn
Издательство: No Starch Press
Год: 2021
Формат: EPUB, True PDF
Страниц: 296
Размер: 12 Mb, 14 Mb
Язык: English

An accessible, visual, and creative approach to teaching core coding concepts using Python's Processing.py, an open-source graphical development environment.
This beginners book introduces non-programmers to the fundamentals of computer coding within a visual, arts-focused context. Tristan Bunn’s remarkably effective teaching approach is designed to help you visualize core programming concepts while you make cool pictures, animations, and simulations using Python Mode for the open-source Processing development environment.

Название: Black Hat Python: Python Programming for Hackers and Pentesters, 2nd Edition
Автор: Justin Seitz and Tim Arnold
Издательство: No Starch Press
Год: 2021
Формат: EPUB
Страниц: 390
Размер: 10 Mb
Язык: English

When it comes to creating powerful and effective hacking tools, Python is the language of choice for most security analysts. In Black Hat Python, 2nd Edition, you’ll explore the darker side of Python’s capabilities—writing network sniffers, stealing email credentials, brute forcing directories, crafting mutation fuzzers, infecting virtual machines, creating stealthy trojans, and more.

Название: Testing Elixir: Effective and Robust Testing for Elixir and its Ecosystem
Автор: Andrea Leopardi, Jeffrey Matthias
Издательство: Pragmatic Bookshelf
Год: 2020
Формат: true pdf
Страниц: 218
Размер: 14.1 Mb
Язык: English

Elixir offers new paradigms, and challenges you to test in unconventional ways. Start with ExUnit: almost everything you need to write tests covering all levels of detail, from unit to integration, but only if you know how to use it to the fullest - we'll show you how. Explore testing Elixir-specific challenges such as OTP-based modules, asynchronous code, Ecto-based applications, and Phoenix applications. Explore new tools like Mox for mocks and StreamData for property-based testing. Armed with this knowledge, you can create test suites that add value to your production cycle and guard you from regressions.

Название: Web Development with Clojure: Build Large, Maintainable Web Applications Interactively, Third Edition
Автор: Dmitri Sotnikov, Scot Brown
Издательство: Pragmatic Bookshelf
Год: 2021
Формат: True PDF
Страниц: 442
Размер: 63.9 Mb
Язык: English

Today, developers are increasingly adopting Clojure as a web-development platform. See for yourself what makes Clojure so desirable, as you create a series of web apps of growing complexity, exploring the full process of web development using a modern functional language.