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« Назад.. 1 2 3 4 5 6 7 8 9 10 ... 37911 Вперёд »

Название: Deep Learning: A Practical Introduction
Автор: Manel Martínez-Ramón, Meenu Ajith, Aswathy Rajendra Kurup
Издательство: Wiley
Год: 2024
Страниц: 405
Язык: английский
Формат: pdf (true)
Размер: 15.7 MB

An engaging and accessible introduction to Deep Learning perfect for students and professionals. In Deep Learning: A Practical Introduction, a team of distinguished researchers delivers a book complete with coverage of the theoretical and practical elements of Deep Learning. The book includes extensive examples, end-of-chapter exercises, homework, exam material, and a GitHub repository containing code and data for all provided examples. Combining contemporary Deep Learning theory with state-of-the-art tools, the chapters are structured to maximize accessibility for both beginning and intermediate students. The authors have included coverage of TensorFlow, Keras, and Pytorch. In this chapter, we introduce the basic elements of Python to be used throughout the book, and we will revisit the code previously introduced in Chapter 3, among other examples. Perfect for undergraduate and graduate students studying Computer Vision, Computer Science, Artificial Intelligence, and neural networks, Deep Learning: A Practical Introduction will also benefit practitioners and researchers in the fields of Deep Learning and Machine Learning in general.
Разместил: literator Сегодня, 20:41 | Комментарии: 0 | Подробнее
Название: Deep Learning with PyTorch, Second Edition (MEAP v5)
Автор: Luca Antiga, Eli Stevens, Howard Huang
Издательство: Manning Publications
Год: 2024
Страниц: 326
Язык: английский
Формат: pdf (true), epub
Размер: 27.0 MB

The definitive computer vision book is back, featuring the latest neural network architectures and an exploration of foundation and diffusion models. Whether you are a beginner or are looking to progress in your computer vision career, this book guides you through the fundamentals of neural networks (NNs) and PyTorch and how to implement state-of-the-art architectures for real-world tasks. The second edition of Modern Computer Vision with PyTorch is fully updated to explain and provide practical examples of the latest multimodal models, CLIP, and Stable Diffusion. You’ll discover best practices for working with images, tweaking hyperparameters, and moving models into production. As you progress, you'll implement various use cases for facial keypoint recognition, multi-object detection, segmentation, and human pose detection. This book provides a solid foundation in image generation as you explore different GAN architectures. You’ll leverage transformer-based architectures like ViT, TrOCR, BLIP2, and LayoutLM to perform various real-world tasks and build a diffusion model from scratch. Additionally, you’ll utilize foundation models' capabilities to perform zero-shot object detection and image segmentation. Finally, you’ll learn best practices for deploying a model to production. By the end of this deep learning book, you'll confidently leverage modern NN architectures to solve real-world computer vision problems. This book is for beginners to PyTorch and intermediate-level machine learning practitioners who want to learn computer vision techniques using Deep Learning and PyTorch.
Разместил: literator Сегодня, 19:59 | Комментарии: 0 | Подробнее
Название: Rust Programming For Beginners: The Comprehensive Guide To Understanding And Mastering Rust Programming For Creating And Deploying Functional Applications
Автор: Voltaire Lumiere
Издательство: Independently published
Год: 2024
Страниц: 1326
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

With the help of the Ultimate Beginners Guide to Rust, you can Unleash the Raw Power of the Rust Programming Language and Create High-Performance, Scalable, and Fault-Tolerant Applications! Do you want to learn how to write robust programs... With the help of the Ultimate Beginners Guide to Rust, you can Unleash the Raw Power of the Rust Programming Language and Create High-Performance, Scalable, and Fault-Tolerant Applications! Do you want to learn how to write robust programs that can support millions of users at once without crashing, but you're not sure where to start? Are you a programmer who uses object-oriented programming presently and are considering switching to functional programming? One of the finest things you can do for your software career is to learn the Rust programming language if any of the following questions apply to you. This thorough introduction to the Rust programming language for beginners takes you inside the language's workings and demonstrates how to utilize its many features, from setting up Rust on your PC and executing your first code to building scalable apps. Safety and Rust's unique ownership system and strict compile-time checks ensure memory safety and prevent common bugs such as null pointer dereferencing, buffer overflows, and data races. By enforcing these safety guarantees at compile-time, Rust enables developers to write code that is less prone to crashes, security vulnerabilities, and unexpected behavior, making it an ideal choice for building robust and reliable software systems. Despite its focus on safety, Rust does not compromise on performance. By leveraging zero-cost abstractions and efficient memory management techniques, Rust enables developers to write code that is as fast and efficient as C and C++, making it well-suited for performance-critical applications such as game engines, web servers, and operating systems.
Разместил: literator Сегодня, 19:02 | Комментарии: 0 | Подробнее
Название: Make: The Complete Guide to Tinkercad: 17 Projects to Start Designing and Printing in the 3D World
Автор: Lydia Sloan Cline
Издательство: Make Community, LLC
Год: 2024
Страниц: 234
Язык: английский
Формат: pdf (true)
Размер: 114.2 MB

Make: The Complete Guide to Tinkercad embraces the concept of "learn by doing," using 17 fun projects to transform the reader from a novice into a creator of video assets and objects ready for 3D printing. This comprehensive manual teaches the intricacies of the Tinkercad interface, how to model sophisticated objects, and use AI as a tool to solve design challenges. Projects include designing useful and amusing objects such as jewelry, toys, and practical household items. This is not a mere collection of generic online tutorials, but a comprehensive learning experience that will empower the reader to turn their ideas into a physical reality.
Разместил: literator Сегодня, 17:54 | Комментарии: 0 | Подробнее
Название: Algorithmic Trading Essentials: Python Integration for the Modern Trader
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 592
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Unlock the future of trading with "Algorithmic Trading Essentials: Python Integration for the Modern Trader" – the definitive guide for traders ready to take their strategies to the next level. Moving beyond traditional methods, this book delves deep into sophisticated techniques that bridge the gap between theoretical knowledge and actionable skills, tailored for the modern enthusiast. Becoming proficient in algorithmic trading requires a diverse skillset. A strong foundation in mathematics, statistics, and financial theory is essential. Additionally, proficiency in programming languages, particularly Python, is crucial for developing trading algorithms. Tools like Jupyter Notebooks, NumPy, and Pandas become invaluable resources in the trader's toolkit. Today, the integration of Artificial Intelligence (AI) and Machine Learning into algorithmic trading is pushing the boundaries even further. AI-driven algorithms can process massive datasets, identify patterns, and adapt to market changes in real-time. Firms are increasingly investing in AI to gain a competitive edge, employing Natural Language Processing (NLP) to analyze news and sentiment, and Reinforcement Learning to optimize trading strategies. Whether you're an experienced trader or a quantitative analyst, Algorithmic Trading Essentials provides you with the insights and methodologies to expand your trading prowess. Elevate your game with cutting-edge techniques and a robust understanding of Python integration, transforming complex concepts into practical applications tailor-made for today's markets.
Разместил: literator Сегодня, 15:48 | Комментарии: 0 | Подробнее
Название: Practical Lakehouse Architecture: Designing and Implementing Modern Data Platforms at Scale (Final Release)
Автор: Gaurav Ashok Thalpati
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 351
Язык: английский
Формат: epub
Размер: 10.1 MB

This concise yet comprehensive guide explains how to adopt a data lakehouse architecture to implement modern data platforms. It reviews the design considerations, challenges, and best practices for implementing a lakehouse and provides key insights into the ways that using a lakehouse can impact your data platform, from managing structured and unstructured data and supporting BI and AI/ML use cases to enabling more rigorous data governance and security measures. Lakehouse architecture is one such modern architectural pattern that has evolved in the last few years. It has become a popular choice for data architects who are designing data platforms. In the Chapter 1, I’ll introduce you to fundamental concepts related to data architecture, data platform and its core components, and how data architecture helps build a data platform. Once you have understood these, I’ll explain why there is a need for new architectural patterns like lakehouse, lakehouse fundamentals, its characteristics, and the benefits of implementing a data platform using lakehouse architecture. I’ll conclude the chapter with key takeaways to summarize everything we discuss and help you remember the key points while reading the subsequent chapters in this book. This book is for all data practitioners who handle large volumes of data and are responsible for designing and implementing modern data platforms. This book is a comprehensive guide for data architects and can help them understand key considerations, establish design principles, and make critical decisions when implementing a data platform. For data engineers, this book will help them understand key concepts like open table formats, schema evolution, and time travel, which they can leverage when implementing data pipelines. Other data personas, like data analysts and data scientists, will learn about crucial topics like lakehouse data management, data discovery, access control, and sensitive data handling.
Разместил: literator Сегодня, 15:11 | Комментарии: 0 | Подробнее

Название: Психология русской сказки. Что скрывают Иван Царевич, Баба Яга, Василиса Премудрая и другие знакомые с детства герои
Автор: Светлана Патрушева
Издательство: Бомбора
Год: 2024
Формат: PDF/fb2/epub
Страниц: 221
Размер: 14 Mb
Язык: Русский

Эта книга – возможность под новым углом посмотреть на любимых с детства персонажей. В ней Светлана Патрушева, психолог и преподаватель психологии, рассказывает, как с помощью сказочных историй и мифов можно найти собственную идентичность, восполнить ресурс сил, преодолеть кризис и научиться читать культурный код.


Разместил: Chipa Сегодня, 14:37 | Комментарии: 0 | Подробнее

Название: Думай как гейм-дизайнер. Творческое мышление и эффективное управление игровым проектом
Автор: Джастин Гэри
Издательство: Бомбора
Год: 2024
Формат: PDF/fb2/epub
Страниц: 223
Размер: 21 Mb
Язык: Русский

Джастин Гэри двадцать лет проработал в игровой индустрии и теперь готов поделиться своими секретами – простыми, практичными и эффективными. Джастин проведет вас через каждый этап создания игры, даст советы и научит упражнениям, которые помогут вам сформулировать свои идеи и воплотить их в жизнь.


Разместил: Chipa Сегодня, 14:01 | Комментарии: 0 | Подробнее

Название: Нутригенетика: питание по законам природы
Автор: Клод Дале
Издательство: аст
Год: 2024
Формат: PDF/fb2/epub
Страниц: 240
Размер: 15 Mb
Язык: Русский

Книга представляет собой руководство по применению нутригенетических знаний в повседневной жизни. Она содержит рекомендации по питанию, основанные на индивидуальных генетических характеристиках, подробный разбор питательных веществ, советы для тех, кто планирует беременность, а также отдельную информацию по разным возрастным группам – с 25 до 50 лет и с 50 до 120 лет.


Разместил: Chipa Сегодня, 13:51 | Комментарии: 0 | Подробнее

Название: Интеллект-тренажер Келли для развития вашего мозга. Программа занятий для повышения интеллекта, памяти и внимания
Автор: Антон Могучий
Издательство: аст
Год: 2024
Формат: PDF
Страниц: 138
Размер: 6 Mb
Язык: Русский

На основе методики Патрика Келли, базирующейся на простых арифметических задачах, Антон Могучий разработал эффективный тренажер для улучшения интеллекта, памяти и внимания. С его помощью вы сможете, затрачивая минимум усилий, пробудить свой мозг и настроить его на волну постоянной активности.
Разместил: Chipa Сегодня, 13:37 | Комментарии: 0 | Подробнее

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