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 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. | |
Разместил: Ingvar16 26-05-2025, 17:52 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 26-05-2025, 16:44 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 26-05-2025, 15:22 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 26-05-2025, 15:01 | Комментарии: 0 | Подробнее
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 Название: Cracking jаvascript Interview: The Most Popular Questions And Answers
Автор: Armen Melkumyan
Издательство: Independently published
Год: Dec 30, 2024
Страниц: 552
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
This book seeks to demystify jаvascript and guide you through the foundations, deep dives, and advanced concepts that are critical in today’s job market. While many resources cover frameworks and libraries, we’ve chosen a language-centric approach. By prioritizing core and advanced jаvascript topics, we aim to give you a thorough understanding of the language that forms the backbone of countless applications. Our goal is not just to teach you jаvascript concepts, but to prepare you for real-world interviews and coding challenges. Each chapter concludes with practical questions and coding puzzles so you can apply what you’ve learned and think on your feet vital skills for interviews that require both analytical problem-solving and clear communication of your thought process. | |
Разместил: Ingvar16 26-05-2025, 06:43 | Комментарии: 0 | Подробнее
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 Название: Практическая криптография: алгоритмы и их программирование
Автор: Аграновский А.В., Хади Р.А.
Издательство: СОЛОН-Пресс
Год: 2016
Cтраниц: 255
Формат: pdf
Размер: 34 мб
Язык: русский
Эта книга предназначена прежде всего для тех, кто интересуется не только теоретическими аспектами криптологии, но и практическими реализациями алгоритмов криптографии и криптоанализа. В книге уделено очень много внимания вопросам компьютерного криптоанализа и логике программирования защищенных криптосистем. Книга изложена таким образом, что она будет полезной как для неподготовленного читателя, так и для высококвалифицированного специалиста, желающего расширить свой кругозор и по-новому взглянуть на криптографический аспект систем информационной защиты. | |
Разместил: rivasss 26-05-2025, 06:20 | Комментарии: 0 | Подробнее
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 Название: Ansible by Examples: 200+ Automation Examples For Linux and Windows System Administrator and DevOps
Автор: Luca Berton
Издательство: Leanpub
Год: 2024-01-29
Страниц: 1665
Язык: английский
Формат: epub (true)
Размер: 23.8 MB
Ansible is an Open Source IT automation tool. This book contains all of the obvious and not-so-obvious best practices of Ansible automation. Every successful IT department needs automation nowadays for bare metal servers, virtual machines, could, containers, and edge computing. Automate your IT journey with Ansible automation technology. You are going to start with the installation of Ansible in Enterprise Linux, Community Linux, Windows, and macOS using the most command package manager and archives. Each of the 200+ lessons summarizes a module: from the most important parameter to some Ansible code and real-life usage. Each code is battle proved in the real life. Simplifying mundane activities like creating a text file, extracting and archiving, fetching a repository using HTTPS or SSH connections could be automated with some lines of code and these are only some of the long lists included in the course. There are some Ansible codes usable in all the Linux systems, some specific for RedHat-like, Debian-like, and Windows systems. The 20+ Ansible troubleshooting lesson teaches you how to read the error message, how to reproduce, and the process of troubleshooting and resolution. | |
Разместил: Ingvar16 26-05-2025, 06:10 | Комментарии: 0 | Подробнее
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 Название: Boosting Software Development Using Machine Learning
Автор: Tirimula Rao Benala, Satchidananda Dehuri, Rajib Mall, Margarita N. Favorskaya
Издательство: Springer
Серия: Artificial Intelligence-Enhanced Software and Systems Engineering
Год: 2025
Страниц: 333
Язык: английский
Формат: pdf (true), epub
Размер: 25.2 MB
This book explores the transformative effects of AI and ML on software engineering. It emphasizes the potential of cutting-edge software development technologies such as Generative AI and ML applications. This book incorporates data-driven strategies across the entire software development life cycle, from requirements elicitation and design to coding, testing, and deployment. It illustrates the evolution from traditional frameworks to agile and DevOps methodologies. The potential of Generative AI for automating repetitive tasks and enhancing code quality is highlighted, along with ML applications in optimizing testing, effort estimation, design pattern recognition, fault prediction, debugging, and security through anomaly detection. These techniques have significantly improved software development efficiency, predictability, and project management effectiveness. While remarkable progress has been made, much remains to be done in this evolving area. This volume aims to serve as a valuable resource for academics, industry professionals, and students eager to deepen their understanding of AI-ML-enhanced software development practices by showcasing a broad range of theoretical foundations, practical applications, and empirical findings. | |
Разместил: Ingvar16 26-05-2025, 04:47 | Комментарии: 0 | Подробнее
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 Название: Healthcare Recommender Systems: Techniques and Recent Developments
Автор: Simar Preet Singh, Deepak Kumar Jain, Johan Debayle
Издательство: Springer
Год: 2025
Страниц: 379
Язык: английский
Формат: pdf (true)
Размер: 20.5 MB
The book explores the complete system perspective, underlying theories, modelling, and the applications of pattern recognition in Healthcare Recommender System. Considering the interest of researchers and academicians, editors here aim to present this book in a multidimensional perspective that will be covering Healthcare Recommender Systems in depth, considering pattern recognition techniques using amalgamation of emerging technologies. Among these cutting-edge advancements, Healthcare Recommender Systems have emerged as powerful tools, poised to transform the healthcare landscape by providing personalized and evidence-based recommendations to patients, clinicians, and healthcare providers. Leveraging the competences of Machine Learning (ML) procedures, Big Data analytics, and patient-specific information, these systems hold the promise of improving patient outcomes, enhancing clinical decision-making, and optimizing healthcare resource allocation. The suggested system is constructed using IPFS for off-chain storage, permissioned Hyperledger Fabric, Blockchain, and Hyperledger Composer. A web user interface built using Python, HTML, CSS, Node JS, Kafka Ordering Service, Keras, and TensorFlow Backend has been used for the entire implementation process. | |
Разместил: Ingvar16 26-05-2025, 03:50 | Комментарии: 0 | Подробнее
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 Название: The Complete Guide To Data Science And Analytics With Python: Mastering Data Processing, Modeling, Analysis, Visualization, Manipulation, And Decision-Making
Автор: Joseph G. Derek
Издательство: Independently published
Серия: Python programming languages: How to learn Python programming language
Год: 2025
Страниц: 660
Язык: английский
Формат: epub
Размер: 10.1 MB
Elevate your data skills with The Complete Guide to Data Science and Analytics with Python! This essential resource empowers you to master every facet of Data Science—from processing and modeling to analysis, visualization, and decision-making. In today’s data-driven world, businesses are inundated with vast amounts of information. Yet, many professionals struggle to turn this data into actionable insights. The gap between data collection and effective analysis often leads to missed opportunities and stagnant growth. Without the right skills, navigating this complex landscape can be overwhelming. Enter Python—a powerful, versatile programming language that has become the go-to tool for data scientists. This book provides a comprehensive guide to mastering Python specifically for Data Science, equipping you with the knowledge and skills to transform raw data into meaningful decisions. | |
Разместил: Ingvar16 25-05-2025, 18:30 | Комментарии: 0 | Подробнее
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