Название: Building LLMs with PyTorch: A step-by-step guide to building advanced AI models with PyTorch
Автор: Anand Trivedi
Издательство: BPB Publications
Год: 2025
Страниц: 534
Язык: английский
Формат: epub (true)
Размер: 22.4 MB

PyTorch has become the go-to framework for building cutting-edge large language models (LLMs), enabling developers to harness the power of deep learning for natural language processing. This book serves as your practical guide to navigating the intricacies of PyTorch, empowering you to create your own LLMs from the ground up. You will begin by mastering PyTorch fundamentals, including tensors, autograd, and model creation, before diving into core neural network concepts like gradients, loss functions, and backpropagation. Progressing through regression and image classification with convolutional neural networks, you will then explore advanced image processing through object detection and segmentation. The book seamlessly transitions into NLP, covering RNNs, LSTMs, and attention mechanisms, culminating in the construction of Transformer-based LLMs, including a practical mini-GPT project. You will also get a strong understanding of generative models like VAEs and GANs. By the end of this book, you will possess the technical proficiency to build, train, and deploy sophisticated LLMs using PyTorch, equipping you to contribute to the rapidly evolving landscape of AI.

Название: Fun with Raspberry Pi: A practical guide to Raspberry Pi hardware interfacing, Python programming, and IoT system development
Автор: Joaquín Salgado
Издательство: BPB Publications
Год: 2025
Страниц: 318
Язык: английский
Формат: epub (true)
Размер: 13.2 MB

Raspberry Pi empowers makers and learners to build innovative projects, from simple electronics to complex IoT systems. It is powerful and adaptable enough to be used in almost any project scenario or problem to be solved. This book serves as your practical guide, transforming you from a beginner to a confident Raspberry Pi developer by leading you through hands-on projects and essential coding skills. Starting with the core components and GPIO connections of Raspberry Pi, you will learn to interface with hardware using both visual Scratch programming and Python. You will progress to integrating multimedia components like cameras and microphones, building projects like a video doorbell. The book then guides you through motor control and robotics, creating a smart car with sensor integration and remote control. You will explore Arduino integration for advanced sensor applications, construct a basic robot, and dive into IoT by building smart home systems. Finally, you will tackle a comprehensive project, applying all learned concepts to create a complex, integrated system. This book is for curious makers, students, and engineers, from beginners to experienced programmers, who want to explore the capabilities of Raspberry Pi and its integration into practical computing solutions.

Название: Learning Go Programming: Explore automation and data analysis with Golang - 2nd Edition
Автор: Shubhangi Agarwal
Издательство: BPB Publications
Год: 2025
Страниц: 364
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Go has transformed the way developers build scalable, high-performance applications. Whether you are new to it or an experienced developer, mastering its unique idioms and best practices is crucial for writing clean, efficient, and production-ready code. This book is a comprehensive guide to mastering Golang that begins by covering basics of Golang, with concepts like syntax, concurrency, and error handling. Further, this book discusses the key aspects of data analysis and DevOps. It introduces web scraping, machine learning, data handling and manipulation, performing Exploratory Data Analysis—all within the Golang ecosystem. For DevOps enthusiasts, this book highlights how the performance and simplicity of Golang make it a powerful tool for creating automation scripts, managing workflows, and building CI/CD pipelines. It will help you leverage Golang for both data-driven decisions and operational efficiency. You will learn how Golang can process and analyze data, complementing your toolkit. This book is ideal for developers, data analysts, or DevOps engineers with a basic understanding of programming concepts and those looking to expand their skills in Golang. Prior experience with programming languages like Python, Java, or C++ will be helpful, though beginners with a keen interest in learning Go can also benefit from the book.

Название: Programming the ESP32 In C Using the Arduino Library
Автор: Harry Fairhead
Издательство: I/O Press
Год: December 13, 2024
Страниц: 370
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

The Espressif ESP32 is a remarkable device. It is low cost but with many different subsystems that make it more powerful than you might think. You can use it for simple applications because it is cheap, but you can also use it for more sophisticated applications because it is capable. C is the ideal choice of language to program the ESP32, ensuring that your programs are fast and efficient, and here it is used with the customized ESP version of the Arduino library and its associated IDE which makes the device as easy to use as possible. The Arduino library runs on top of the official Espressif ESP32 IoT Development Framework as a simplifying layer and you can always drop down a level and make use of its additional features when required. The purpose of this book is to reveal what you can do with the ESP32's GPIO lines together with widely used sensors, servos and motors and ADCs.

Название: Лекции по механике управляемых систем
Автор: Александров В.В., Лемак С.С., Парусников Н.А.
Издательство: М.: МАКС Пресс
Год: 2012
Cтраниц: 240
Формат: pdf
Размер: 11 мб
Язык: русский

Учебное пособие содержит курс лекций, читаемых на механико-математическом факультете Московского государственного университета им. М.В. Ломоносова. Для студентов и аспирантов, специализирующихся в области управления механическими системами.

Название: Вторая мировая война на море и в воздухе. Причины поражения военно-морских и воздушных сил Германии
Автор: Вильгельм Маршалль, Греффрат
Издательство: Центрполиграф
Год: 2011
Формат: PDF
Размер: 53 Мб
Язык: Русский

Перед вами уникальный очерк истории Второй мировой войны, подготовленный непосредственными участниками событий - старшими офицерами и генералами германского вермахта. В данном издании освещены важнейшие морские и воздушные сражения между Германией, Англией, СССР, США, Японией и другими государствами с 1939 по 1945 г., представлен полный профессиональный анализ причин и следствий неудач кригсмарине и люфтваффе, подробно рассмотрены вооружение и личный состав армий.

Название: Интернет вещей: видео, аудио, коммутация
Автор: Антти Суомалайнен
Издательство: ДМK
Год: 2019
Cтраниц: 120
Формат: pdf (ocr)
Размер: 26 мб
Язык: русский

Современный дом и его обитатели немыслимы без электронной аппаратуры дистанционного облачного управления через беспроводную сеть. Большой дом можно сделать легко управляемым с помощью различных предложенных в книге решений. Настройка всей системы занимает считанные минуты, но безупречно работает годами, позволяя вам контролировать важные объекты за тысячи километров.

Название: Comprehensive Java Programming: Building robust applications using core and advanced Java concepts
Автор: Saloni Bhushan
Издательство: BPB Publications
Год: 2025
Страниц: 534
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Java is a cornerstone in software development, powering diverse applications from mobile to enterprise. This book is your comprehensive guide to understand Java, takes you from foundational concepts to advanced web development, equipping you to build robust applications. This guide systematically progresses through core Java principles: tokens, syntax, OOP, exception handling, I/O, and multithreading. You will build practical skills in GUI development with Swing components and event handling, including adapter classes. Database connectivity using JDBC, including statement types and result sets, and advanced networking are thoroughly covered. The book transitions to web development, exploring Servlets, JSP, and modern frameworks like JSF, Spring MVC, Hibernate, and Struts. This book is designed for students, beginners, and professionals eager to learn Java from scratch or enhance their existing skills. A basic understanding of programming concepts and logical thinking will be beneficial but is not mandatory, as the book covers fundamentals comprehensively.

Название: Python GPT Cookbook: 75+ practical recipes for building NLP solutions for the real world
Автор: Neil Williams
Издательство: BPB Publications
Год: 2025
Страниц: 512
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

GPT has redefined the landscape of AI, enabling the creation of powerful language models capable of diverse applications. The objective of the Python GPT Cookbook is to equip readers with practical recipes and foundational knowledge to build business solutions using GPT and Python. The book is divided into four parts. The first covers the basics, the second teaches the fundamentals of NLP, the third delves into applying GPT in various fields, and the fourth provides a conclusion. Each chapter includes recipes and practical insights to help readers deepen their understanding and apply the concepts presented. This cookbook approach delivers 78 practical recipes, including creating OpenAI accounts, utilizing playgrounds and API keys. You will learn text preprocessing, embeddings, fine-tuning, and GPT integration with Hugging Face. Learn to implement GPT using PyTorch and TensorFlow, convert models, and build authenticated actions. Applications include chatbots, email summarization, DBA copilots, and use cases in marketing, sales, IP, and manufacturing. The Python GPT Cookbook is for IT professionals and business innovators who already have basic Python skills.

Название: Атаман Краснов и Донская армия: 1918 год
Автор: Венков А.В.
Издательство: М.: Вече
Год: 2008
Cтраниц: 500
Формат: pdf
Размер: 21 мб
Язык: русский

Донская армия была одним из самых многочисленных и боеспособных воинских соединений белого Юга России. Ее сформировали в 1918 году, при непосредственном участии атамана П.Н.Краснова и командования германских оккупационных войск, в качестве главного воинского формирования казачьего государства - Всевеликого Войска Донского. Позднее армия вошла в состав Вооруженных сил Юга России (ВСЮР) и принимала активное участие в борьбе с Красной армией.