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 Название: Нейросетевые методы в обработке естественного языка
Автор: Гольдберг Й.
Издательство: ДМК
Год: 2019
Cтраниц: 282
Формат: pdf (ocr)
Размер: 47 мб
Язык: русский
Это классическое руководство посвящено применению нейросетевых моделей к обработке данных естественного языка (Natural Language Processing – NLP). В первой половине книги рассматриваются основы машинного обучения с учителем на лингвистических данных и применение векторных, а не символических представлений слов. Обсуждается также абстракция графа вычислений, которая позволяет легко определять и обучать произвольные нейронные сети и лежит в основе современных программных нейросетевых библиотек. Во второй части вводятся более специализированные нейросетевые архитектуры, включая одномерные сверточные сети, рекуррентные нейронные сети, модели условной генерации и модели с механизмом внимания. | |
Разместил: rivasss Сегодня, 16:38 | Комментарии: 0 | Подробнее
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 Название: Smart Applications of Artificial Intelligence and Big Data
Автор: Salwa Belaqziz, Salma El Hajjami, Hicham Amellal, Redouan Lahmyed, Lahcen Koutti, Boulouz Abdellah, Inam Ullah Khan
Издательство: CRC Press
Год: 2025
Страниц: 344
Язык: английский
Формат: epub (true)
Размер: 11.3 MB
Smart Applications of Artificial Intelligence and Big Data covers a wide range of topics related to AI and Big Data, including Machine Learning, Deep Learning, natural language processing (NLP), computer vision, data analytics, and data mining. It focuses on the integration of these technologies to create smart applications, such as intelligent transportation systems, smart healthcare, smart cities, and smart grids. This book comprises 21 chapters, each providing technical details pertaining to research, practical examples, and case studies to help readers understand the real-world applications of AI and big data technologies. The book also highlights cutting-edge research on AI and Big Data, including novel algorithms, tools, and techniques. It discusses the challenges and opportunities of using AI and Big Data to develop smart applications and provides recommendations for the development of responsible and transparent AI-based systems. | |
Разместил: Ingvar16 Сегодня, 16:04 | Комментарии: 0 | Подробнее
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 Название: The Complete Java Interview Guide: From Core Fundamentals to Enterprise-Level Architecture Patterns
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 3401
Язык: английский
Формат: epub (true)
Размер: 13.5 MB
The Complete Java Interview Guide: From Core Fundamentals to Enterprise-Level Architecture Patterns is a comprehensive resource designed to prepare Java developers for technical interviews at all levels. This extensive guide covers 14 meticulously structured chapters, progressing from fundamental Java concepts to advanced enterprise architecture patterns, making it suitable for both junior developers and seasoned professionals. The book addresses critical topics including Java fundamentals, object-oriented programming mastery, advanced type systems, memory management, concurrency, exception handling, collections framework, functional programming, design patterns, database integration, network programming, testing strategies, security practices, and performance optimization. Each chapter contains 8 detailed sections with practical examples, real-world scenarios, and industry best practices. | |
Разместил: Ingvar16 Сегодня, 06:54 | Комментарии: 0 | Подробнее
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 Название: Raspberry Pi для детей
Автор: Вайгенд М.
Издательство: ДМK
Год: 2019
Cтраниц: 564, цвет.ил.
Формат: pdf (ocr)
Размер: 43 мб
Язык: русский
Книга предназначена для первоначального изучения Raspberry PI – одноплатного компьютера размером с банковскую карту. Благодаря простым пошаговым инструкциям юный читатель сможет превратить свою «малинку» и в настоящий медиацентр, и в автосимулятор (с помощью языка Scratch), и в сердце умного дома (программируя на Python и подключая разные датчики). А в конце будет создан настоящий сайт и протестирован на смартфоне. Издание рекомендуется школьникам средних и старших классов, желающим изучить возможности Raspberry PI и научиться на нём программировать. | |
Разместил: rivasss Сегодня, 06:43 | Комментарии: 0 | Подробнее
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 Название: Ultimate Deno for Web Development: Build Lightning-Fast, Secure Web Applications with Deno Using TypeScript, React, Rust, and Cloud-Ready Tools like Docker, Azure, and Chocolatey
Автор: Veerendra Kumar Jain
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 376
Язык: английский
Формат: epub (true)
Размер: 102.2 MB
Master Modern Web App Development with Deno, TypeScript, and Rust. Deno is a modern, secure runtime for jаvascript and TypeScript, offering developers a simplified, efficient way to build high-performance web applications with built-in tooling and a robust standard library. In Ultimate Deno for Web Development, you'll dive deep into the Deno ecosystem—from setting up the runtime and understanding its architecture to mastering TypeScript, integrating Rust modules, and leveraging Deno’s security-first execution model. You'll progressively build full-stack applications using modern tools like React, Next.js, and Visual Studio Code, while learning to manage dependencies with Chocolatey and deploy seamlessly with Docker and Microsoft Azure. Real-world examples guide you through creating RESTful APIs, managing users, implementing robust testing strategies, and preparing your applications for production. Each chapter builds upon the last, ensuring a seamless learning journey from fundamentals to deployment. | |
Разместил: Ingvar16 Сегодня, 06:03 | Комментарии: 0 | Подробнее
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 Название: C Projects : Build Real-World Tools, Games & Systems from Scratch
Автор: STEM School
Издательство: STEM School
Серия: Mastering Programming - The Ultimate Beginner’s Guide to C, C++ and Python
Год: 2025
Страниц: 177
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Unlock the full power of the C programming language by building real-world projects that go beyond theory and into action. Whether you're a student, hobbyist, or an aspiring software developer, this book will take your C skills to a whole new level. Dive into a practical journey of creation—from building classic games like Snake and Tetris to developing system utilities and functional tools like file managers and encryption engines. Each project is designed to challenge your thinking, solidify your understanding of C, and introduce essential concepts like memory management, data structures, and algorithm optimization. You’ll go hands-on with code that matters, learning the "why" behind each line while crafting applications that work. Even though languages like Python, jаvascript, and Go dominate web and application development, C remains at the heart of low-level programming, which forms the backbone of every digital system. Languages like Python are excellent for quick development, but they abstract away the hardware and system operations. C, on the other hand, gives you full access to memory, hardware registers, and performance tuning. | |
Разместил: Ingvar16 Сегодня, 03:58 | Комментарии: 0 | Подробнее
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 Название: Securing the AI Enterprise: DevOps, MLOps, and MLSecOps Explained
Автор: Edgardo Fernandez Climent
Издательство: Reedsy
Год: October 4, 2024
Страниц: 228
Язык: английский
Формат: pdf, epub
Размер: 12.1 MB
"Securing the AI Enterprise: DevOps, MLOps, and MLSecOps Explained" is the definitive guide for IT professionals navigating the enterprise’s complex landscape of AI security. This comprehensive book bridges the gap between traditional DevOps practices and the unique challenges posed by Machine Learning systems. This book covers every aspect of securing AI in production environments, from data privacy and model security to compliant AI operations. At the heart of the DevOps revolution lie three core principles: CI/CD, Automation, and Collaboration. These principles work together to break down the wall of confusion and create a more efficient, reliable, and innovative IT organization. Continuous Integration and Continuous Delivery (CI/CD) represent the beating heart of DevOps practices. CI builds on the earlier concepts of frequent integration, creating a system where every code change triggers an automated build and test process. This practice catches integration issues early, improves code quality, and provides rapid feedback to developers. | |
Разместил: Ingvar16 Сегодня, 02:51 | Комментарии: 0 | Подробнее
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 Название: Understanding Variables and Data Types in jаvascript: A Beginner-Friendly Guide to Managing Data and Mastering Core jаvascript Concepts
Автор: Dargslan
Издательство: Dargslan Publishing
Год: 2025
Страниц: 756
Язык: английский
Формат: pdf, epub
Размер: 13.5 MB
Unlock the foundation of jаvascript programming and take your first confident steps into web development! Are you struggling to understand why your jаvascript code behaves unpredictably? Do concepts like hoisting, scope, and type coercion make your head spin? Or perhaps you're just starting your programming journey and want to build on rock-solid fundamentals? "Understanding Variables and Data Types in jаvascript" is the comprehensive guide that transforms jаvascript beginners into confident coders by focusing on what truly matters—how jаvascript manages data at its core. Unlike other programming books that overwhelm with advanced concepts before you've mastered the basics, this guide follows a carefully structured learning path. Each chapter builds upon the previous one, ensuring you develop a strong mental model of how jаvascript works with data. Whether you're preparing for a career in web development, enhancing your skills for professional growth, or simply exploring the world's most popular programming language, this book provides the solid foundation you need to tackle more advanced jаvascript concepts with confidence. | |
Разместил: Ingvar16 Сегодня, 02:03 | Комментарии: 0 | Подробнее
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 Название: Getting Started with Docker and AI, Summer 2025 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: May 2025
Страниц: 117
Язык: английский
Формат: epub (true), mobi (true)
Размер: 10.1 MB
Master Docker essentials and AI integration through a practical, project-driven guide that empowers developers and tech professionals to confidently build and deploy containerized applications. Once the basics are in place, the book moves into real-world usage. You’ll install Docker, run your first containers, and learn how to manage them with Docker Desktop. You’ll then containerize a simple web app, push images to Docker Hub, and build multi-container microservices applications using Docker Compose. These hands-on labs build both confidence and competency through guided, project-based learning. This newly updated edition adds a dedicated chapter on AI integration using the new Docker Model Runner. You'll deploy local AI models, integrate with Open WebUI, and see how Docker now powers modern AI workflows. This book is ideal for anyone looking to master Docker while also gaining experience in deploying containerized AI solutions. | |
Разместил: Ingvar16 Вчера, 21:46 | Комментарии: 0 | Подробнее
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 Название: Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python
Автор: Srikrishnan Sundararajan
Издательство: Springer
Год: 2025
Страниц: 451
Язык: английский
Формат: pdf
Размер: 12.6 MB
This book offers a comprehensive first-level introduction to data analytics. The book covers multivariate analysis, AI / ML, and other computational techniques for solving data analytics problems using Python. The topics covered include (a) a working introduction to programming with Python for data analytics, (b) an overview of statistical techniques – probability and statistics, hypothesis testing, correlation and regression, factor analysis, classification (logistic regression, linear discriminant analysis, decision tree, support vector machines, and other methods), various clustering techniques, and survival analysis, (c) introduction to general computational techniques such as market basket analysis, and social network analysis, and (d) Machine Learning and Deep Learning. Many academic textbooks are available for teaching statistical applications using R, SAS, and SPSS. However, there is a dearth of textbooks that provide a comprehensiveintroduction to the emerging and powerful Python ecosystem, which is pervasive in Data Science and Machine Learning applications. The book offers a judicious mix of theory and practice, reinforced by over 100 tutorials coded in the Python programming language. | |
Разместил: Ingvar16 Вчера, 20:38 | Комментарии: 0 | Подробнее
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