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Название: Unlocking Python: A Comprehensive Guide for Beginners
Автор: Ryan Mitchell
Издательство: Wiley
Год: 2025
Страниц: 448
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

A fun and practical guide to learning Python with a special focus on data science, web scraping, and web applications. In Unlocking Python: A Comprehensive Guide for Beginners, veteran software engineer, educator, and author Ryan Mitchell delivers an intuitive, engaging, and practical roadmap to Python programming. The author walks you through the vocabulary, tools, foundational knowledge, and occasional pop-culture references you'll need to hone your skills with this popular programming language. You'll learn how to install and run Python on your own machine, get up and coding with the language quickly, and best practices for programming both independently and in the workplace. Perfect for tech-savvy professionals at any stage of their careers who are interested in diving into Python programming. Unlocking Python is also a must-read for readers who work in a technical role but are interested in getting more directly involved with programming, as well as non-Python programmers who want to apply their technical skill to a new language.

Название: LLM Development and AI Ethics: A guide to AI safety, governance, generative AI, LLM, prompt engineering, and AGI
Автор: Ambuj Agrawal
Издательство: BPB Publications
Год: 2025
Страниц: 236
Язык: английский
Формат: epub (true)
Размер: 32.6 MB

The rapid evolution of AI, especially Generative AI, presents both opportunities and critical challenges. This book addresses the urgent need for responsible AI development, focusing on safety, alignment, and robust governance. We explore how to navigate the complexities of AI, ensuring its benefits are harnessed while mitigating potential risks. This book will cover the foundational concepts of AI, from ML to the cutting-edge of large language models (LLMs) and prompt engineering. Each chapter provides key insights into AI safety initiatives, governance frameworks, and the practical development of secure AI applications. Upon completing this book, you will possess a comprehensive understanding of AI's current state and future trajectories. You will gain the knowledge to contribute to the responsible development and deployment of AI technologies, ready to engage in the crucial conversations shaping our AI-driven world. This book is intended for technologists, researchers, business leaders, and AI enthusiasts. Even people with no technical knowledge can use the techniques described in this book to create Generative AI applications for a variety of use cases in their organizations.

Название: Building Generative AI Applications with Open-source Libraries: Practical guide to implementing large language models
Автор: Srikannan Balakrishnan
Издательство: BPB Publications
Год: 2025
Страниц: 228
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Generative AI is revolutionizing how we interact with technology, empowering us to create everything from compelling text to intricate code. This book is your practical guide to harnessing the power of open-source libraries, enabling you to build cutting-edge Generative AI applications without needing extensive prior experience. In this book, you will journey from foundational concepts like natural language processing and transformers to the practical implementation of large language models. Learn to customize foundational models for specific industries, master text embeddings, and vector databases for efficient information retrieval, and build robust applications using LangChain. Explore open-source models like Llama and Falcon and leverage Hugging Face for seamless implementation. Discover how to deploy scalable AI solutions in the cloud while also understanding crucial aspects of data privacy and ethical AI usage. This book is for aspiring tech professionals, students, and creative minds seeking to build Generative AI applications. While a basic understanding of programming and an interest in AI are beneficial, no prior Generative AI expertise is required.

Название: Learning Game Architecture with Unity: Architect scalable Unity projects with proven design principles and patterns
Автор: Niraj Vishwakarma
Издательство: BPB Publications
Год: 2025
Страниц: 280
Язык: английский
Формат: epub (true)
Размер: 15.9 MB

Designing a scalable Unity project requires more than just coding—it demands thoughtful planning, structured architecture, and adherence to best practices. This book is your ultimate guide to building modular and maintainable Unity projects using C# and proven game architecture techniques. This book provides the tools and knowledge you need to plan, build, and optimize projects with confidence. This book offers a comprehensive guide to game architecture in Unity, starting with the fundamentals and progressing to practical implementation. It covers essential object-oriented programming (OOP) concepts like encapsulation and inheritance, and delves into clean code principles (SOLID) for building maintainable games. You will learn popular design patterns such as singleton and observer, and how to use UML diagrams for project planning. The book provides best practices for setting up Unity projects, including selecting rendering pipelines and utilizing namespaces. This book is for beginner to mid-level Unity developers who want to upskill their capability to manage Unity projects from a scalability and flexibility point of view. Advanced users can also refine their approach and consolidate their existing knowledge into a cohesive, scalable architecture.

Название: Architecting ASP.NET Core Applications: ASP.NET Core backend with C# 13 and .NET 9
Автор: Dario Benevento
Издательство: BPB Publications
Год: 2025
Страниц: 488
Язык: английский
Формат: pdf, epub (true)
Размер: 13.5 MB

Architecting ASP.NET Core Applications aims to be a reference guide for building modern, reliable, and scalable web applications. This book guides you from foundational concepts to advanced techniques, ensuring a solid understanding of ASP.NET Core's architecture and capabilities. This book provides a practical guide to mastering ASP.NET Core, from fundamental design principles like SOLID to advanced concepts such as modular architecture, SignalR for real-time communication, and deploying with Docker and Kubernetes. It explains when and how to apply these techniques, offering hands-on examples with repositories for solving real-world challenges. Readers will learn key topics like RESTful API design, Clean Architecture, Domain-Driven Design, Hexagonal Architecture, routing, middleware, CQRS, and modular monoliths. The book also covers Blazor for frontend development, Entity Framework Core for data access, automated testing, security, debugging, and performance tuning, ensuring well-rounded expertise in ASP.NET Core development. This book is for developers and aspiring architects with a basic understanding of C# and ASP.NET Core. Additionally, software design professionals will find this book to be a refresher on contemporary backend development practices.

Название: Python for DevOps: Master automation, CI/CD pipelines, and containerization with Python DevOps strategies
Автор: Varghese Chacko
Издательство: BPB Publications
Год: 2025
Страниц: 648
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Python has emerged as a powerhouse for DevOps, enabling efficient automation across various stages of software development and deployment. This book bridges the gap between Python programming and DevOps practices, providing a practical guide for automating infrastructure, workflows, and processes, empowering you to streamline your development lifecycle. This book begins with foundational Python concepts and their application in Linux system administration and data handling. Progressing through command line tool development using argparse and Click, package management with pip, Pipenv, and Docker, you will explore automating cloud infrastructure with AWS, GCP, Azure, and Kubernetes. The book covers configuration management with Ansible, Chef, and Puppet, and CI/CD pipelines using Jenkins, GitLab, and GitHub. You will also learn monitoring with Prometheus, Grafana, and OpenTelemetry, MLOps with Kubeflow and MLflow, serverless architecture using AWS Lambda, Azure Functions and Google Cloud Functions, and security automation with DevSecOps practices. This book is for DevOps engineers, system administrators, software developers, students, and IT professionals seeking to automate infrastructure,deployments, and cloud management using Python. Familiarity with Python, Linux commands, and DevOps concepts is beneficial, but the book is designed to provide guidance to all.

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.

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.

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.

Название: Raspberry Pi для детей
Автор: Вайгенд М.
Издательство: ДМK
Год: 2019
Cтраниц: 564, цвет.ил.
Формат: pdf (ocr)
Размер: 43 мб

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.