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Название: Edge Intelligence: From Theory to Practice
Автор: Javid Taheri, Schahram Dustdar, Albert Zomaya, Shuiguang Deng
Издательство: Springer
Год: 2023
Страниц: 254
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This graduate-level textbook is ideally suited for lecturing the most relevant topics of Edge Computing and its ties to Artificial Intelligence (AI) and Machine Learning (ML) approaches. The book starts from basics and gradually advances, step-by-step, to ways AI/ML concepts can help or benefit from edge computing platforms. Using practical labs, each topic is brought to earth so that students can practice their learned knowledge with industry-approved software packages. The book is structured into seven chapters; each comes with its own dedicated set of teaching materials (practical skills, demonstration videos, questions, lab assignments, etc.). Chapter 1 opens the book and comprehensively introduces the concept of distributed computing continuum systems that led to the creation of Edge Computing. Chapter 2 motivates the use of container technologies and how they are used to implement programmable edge computing platforms. Chapter 3 introduces ways to employ AI/ML approaches to optimize service lifecycles at the edge. Chapter 4 goes deeper in the use of AI/ML and introduces ways to optimize spreading computational tasks along edge computing platforms.

Название: Создание видеоигр с помощью PyGame - c пошаговыми примерами
Автор: Майк Голд
Издательство: Самиздат
Год: 2023
Страниц: 144
Язык: русский
Формат: pdf +code
Размер: 11,9 MB

Здесь представлен перевод книги Mike Gold - Creating Video Games using PyGame (2023). Добро пожаловать в мир программирования PyGame и Python! Эта книга познакомит вас с библиотекой PyGame и научит вас создавать собственные игры с использованием языка Python. Мы начнем с базового обзора Python и библиотеки PyGame, а затем перейдем к разработке, написанию и отладке нашей собственной игры. От добавления графики и звуков до создания анимации и бонусов — мы расскажем обо всем, что вам нужно знать, чтобы создать собственную насыщенную интерактивную игру. Наконец, мы пройдем процесс отладки и тестирования нашей игры, прежде чем опубликовать ее для всего мира. Итак, давайте начнем и научимся создавать собственные игры с помощью PyGame и Python!

Название: Build Your Own Robot: Using Python, CRICKIT, and Raspberry Pi (MEAP v2)
Автор: Marwan Alsabbagh
Издательство: Manning Publications
Год: 2023
Страниц: 147
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Build your first robots with Python and some cheap, basic components. This entertaining book guides you step by step! Build Your Own Robot introduces you to the exciting world of robotics. Your robot isn’t just theory. Beginning in chapter 2 you’ll write code to make your robot move and respond to touch sensors. The book gives accessible advice on available hardware and free open source software that makes creating a robot fun and affordable. Build Your Own Robot is a DIY guide for bringing your first Python-based robots to life. Start with the basics, teaching your new friend how to spin, move around, and find its way. You’ll then quickly progress to controlling your robot remotely using your phone, computer, or joystick. You’ll even set up a camera to broadcast what it sees right to your computer screen. Clever computer vision tricks will get your bot tracking faces, looking for QR codes, and maybe even fetching some snacks. For Python programmers. No previous experience in robotics required.

Название: Bayesian Optimization in Action (MEAP v10)
Автор: Quan Nguyen
Издательство: Manning Publications
Год: 2023
Страниц: 372
Язык: английский
Формат: pdf (true)
Размер: 16.3 MB

Apply advanced techniques for optimizing machine learning processes. Bayesian optimization helps pinpoint the best configuration for your Machine Learning models with speed and accuracy. Bayesian Optimization in Action teaches you how to build Bayesian optimization systems from the ground up. This book transforms state-of-the-art research into usable techniques that you can easily put into practice, all fully illustrated with useful code samples. Hone your understanding of Bayesian optimization through engaging examples—from forecasting the weather, to finding the optimal amount of sugar for coffee, and even deciding if someone is psychic! Along the way, you’ll explore scenarios for when there are multiple objectives, when each decision has its own cost, and when feedback is in the form of pairwise comparisons.

Название: Современный учебник jаvascript в 3 книгах
Автор: Илья Кантор
Издательство: Самиздат
Год: 2 апреля 2023
Страниц: 778+320+474
Язык: русский
Формат: pdf, epub
Размер: 23.3 MB

С помощью этого учебника вы можете изучить jаvascript, начиная с нуля и заканчивая продвинутыми концепциями вроде ООП. Мы будем использовать браузер в качестве окружения, но основное внимание будет уделяться именно самому языку jаvascript. Язык jаvascript изначально был создан для веб-браузеров. Но с тех пор он значительно эволюционировал и превратился в кроссплатформенный язык программирования для решения широкого круга задач. Сегодня jаvascript может использоваться в браузере, на веб-сервере или в какой-то другой среде, даже в кофеварке. Каждая среда предоставляет свою функциональность, которую спецификация jаvascript называет окружением. Окружение предоставляет свои объекты и дополнительные функции, в дополнение базовым языковым. Браузеры, например, дают средства для управления веб-страницами. Node.js делает доступными какие-то серверные возможности и так далее.

Название: Scaling Machine Learning with Spark: Distributed ML with MLlib, TensorFlow, and PyTorch (Final Release)
Автор: Adi Polak
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 294
Язык: английский
Формат: pdf (true), epub (true)
Размер: 14.5 MB

Get up to speed on Apache Spark, the popular engine for large-scale data processing, including Machine Learning and analytics. If you're looking to expand your skill set or advance your career in scalable Machine Learning with MLlib, distributed PyTorch, and distributed TensorFlow, this practical guide is for you. Using Spark as your main data processing platform, you'll discover several open source technologies designed and built for enriching Spark's ML capabilities. This book aims to guide you in your journey as you learn more about Machine Learning (ML) systems. Apache Spark is currently the most popular framework for large-scale data processing. It has numerous APIs implemented in Python, Java, and Scala and is used by many powerhouse companies, including Netflix, Microsoft, and Apple. PyTorch and TensorFlow are among the most popular frameworks for machine learning. Combining these tools, which are already in use in many organizations today, allows you to take full advantage of their strengths. Scaling Machine Learning with Spark examines various technologies for building end-to-end distributed ML workflows based on the Apache Spark ecosystem with Spark MLlib, MLFlow, TensorFlow, PyTorch, and Petastorm.

Название: Создание микросервисов, 2-е издание
Автор: Ньюмен Сэм
Издательство: Питер
Год: 2023
Формат: pdf
Страниц: 624
Размер: 27 Мб
Язык: русский

По мере того как организации переходят от монолитных приложений к небольшим автономным микросервисам, распределенные системы становятся все более детализированными. Второе дополненное издание предлагает целостный взгляд на самые актуальные темы, в которых необходимо разбираться при создании и масштабировании архитектуры микросервисов, а также управлении ею. Вы познакомитесь с современными решениями для моделирования, интеграции, тестирования, развертывания и мониторинга собственных автономных сервисов. Примеры из реальной жизни показывают, как получить максимальную отдачу от этих архитектур. Книга будет полезна всем: от архитекторов и разработчиков до тестировщиков и специалистов по эксплуатации.

Название: A Handbook of Artificial Intelligence in Drug Delivery
Автор: Anil K. Philip, Aliasgar Shahiwala, Md. Faiyazuddin
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 623
Язык: английский
Формат: pdf (true)
Размер: 29.3 MB

A Handbook of Artificial Intelligence in Drug Delivery explores the use of Artificial Intelligence (AI) in drug delivery strategies. The book covers pharmaceutical AI and drug discovery challenges, Artificial Intelligence tools for drug research, AI enabled intelligent drug delivery systems and next generation novel therapeutics, broad utility of AI for designing novel micro/nanosystems for drug delivery, AI driven personalized medicine and Gene therapy, 3D Organ printing and tissue engineering, Advanced nanosystems based on AI principles (nanorobots, nanomachines), opportunities and challenges using artificial intelligence in ADME/Tox in drug development, commercialization and regulatory perspectives, ethics in AI, and more. Machine Learning (ML) is a subset of the umbrella term Artificial Intelligence (AI). AI has already crept into several tasks of our day-to-day life, like digital assistants, internet surfing, online shopping, etc. Machine learning (ML), as the name indicates, is a way (algorithm) of self-learning by computer. The development of ML algorithms originated from the quest of computers that learn on their own based on their experiences. The learning takes place with the help of a dataset provided to the computer as training data.

Название: ChatGPT For Fiction Writing: AI for Authors
Автор: Nova Leigh
Издательство: Two Worlds Press
Год: 2023
Страниц: 117
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Now updated and expanded for GPT-4! Chat GPT-3 is an AI language model created by OpenAI and is currently one of the most advanced language models available. Chat GPT-3 was created by training on a massive amount of text data from the internet, books, and other sources. This training allowed the large language model to understand the patterns and nuances of language, so it can generate human-like text. You know ChatGPT can write email campaigns and website copy. But what if I told you it could also help you write clever plot twists, breathtaking description, and witty dialog? Even more importantly, what if it could help you get that manuscript finished and sold? In ChatGPT for Fiction Writing, Amazon bestselling author Nova Leigh shows you it can do these things and much more. Using dozens of real examples and over 100 prompts that you can use to get started immediately, she offers easy-to-understand instructions for using ChatGPT for every step of the fiction writing process.

Название: Advanced Bash: Told Through Alice In Wonderland
Автор: Jonathan Grant
Издательство: Leanpub
Год: 2023-04-15
Страниц: 102
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.26 MB

Discover the art of advanced Bash scripting through the magical lens of Alice's adventures in Wonderland. "Advanced Bash: Told Through Alice In Wonderland" combines a captivating narrative with practical examples, guiding you towards mastery of the Linux command line as you explore the enchanting world of Alice and her peculiar companions. Delve into the magical world of Linux command line scripting with "Advanced Bash: Told Through Alice In Wonderland," an innovative and engaging approach to mastering the Bash shell. This book takes you on a whimsical journey through the depths of the Linux command line, following the adventures of Alice as she explores the mysterious Wonderland.