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 Название: Large Language Models: An Introduction
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 503
Язык: английский
Формат: True PDF, True EPUB
Размер: 31.2 MB
This book begins with an overview of the Generative AI landscape, distinguishing it from conversational AI and shedding light on the roles of key players like DeepMind and OpenAI. It then reviews the intricacies of ChatGPT, GPT-4, Meta AI, Claude 3, and Gemini, examining their capabilities, strengths, and competitors. Readers will also gain insights into the BERT family of LLMs, including ALBERT, DistilBERT, and XLNet, and how these models have revolutionized natural language processing. Further, the book covers prompt engineering techniques, essential for optimizing the outputs of AI models, and addresses the challenges of working with LLMs, including the phenomenon of hallucinations and the nuances of fine-tuning these advanced models. Designed for software developers, AI researchers, and technology enthusiasts with a foundational understanding of AI, this book offers both theoretical insights and practical code examples in Python. This book is intended primarily for people who have a basic knowledge of Generative AI or software developers who are interested in working with LLMs. Specifically, this book is for readers who are accustomed to searching online for more detailed information about technical topics. | |
Разместил: Ingvar16 5-05-2025, 21:54 | Комментарии: 0 | Подробнее
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Название: Tensorflow Keras: нейронные сети на Python
Автор: Валерий Никаноров
Издательство: stepik
Год: 2025
Формат: PDF
Страниц: много
Размер: 4 Mb
Язык: Русский
Этот курс — ваш проводник в мир глубокого обучения с использованием TensorFlow и Keras. Мы не просто расскажем, как работают нейронные сети, а научим вас создавать, обучать и применять их на практике. Вы освоите ключевые инструменты для решения реальных задач: от классификации изображений до файн-тюнинга моделей.
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Разместил: Chipa 5-05-2025, 20:12 | Комментарии: 0 | Подробнее
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 Название: Spring Security 6 Recipes: Essential Techniques for Quick and Secure Java Applications
Автор: Massimo Nardone
Издательство: Apress
Год: 2025
Страниц: 137
Язык: английский
Формат: True PDF, True EPUB
Размер: 10.1 MB
Ensure robust web security for your Java applications in just a few days. This recipe-driven, practical pocketbook provides a straightforward guide to quickly developing and deploying secure enterprise applications using the Spring 6 Framework, Spring Boot 3, and the H2 database. The book is organized into problems and corresponding recipes, offering solutions for both small and large challenges. First, you will learn how to install all essential development tools, such as IntelliJ IDEA, JDK v17, and Maven. Then you will dive into recipes on using Spring Security 6 with JSP tags and Thymeleaf and integrating security features through Spring Boot 3 Initializr. Finally, you'll be equipped to build your own Spring Boot project using Spring Security, Spring Data JDBC, and the H2 database. This recipes guide is ideal for readers who want to get up and running with only the essential security features in a fraction of time. Its simplified approach offers immediate results for securing Java applications. | |
Разместил: Ingvar16 5-05-2025, 18:55 | Комментарии: 0 | Подробнее
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 Название: Head First. Архитектура ПО: Руководство для обучающихся архитектурному мышлению
Автор: Раджу Ганди, Марк Ричардс, Нил Форд
Издательство: Спринт Бук
Год: 2025
Страниц: 480
Язык: русский
Формат: pdf
Размер: 70.0 MB
Плох тот разработчик, который не мечтает стать архитектором! Вам тоже хочется пройти этот путь как можно быстрее? Авторы бестселлера "Фундаментальный подход к программной архитектуре" научат вас мыслить "архитектурно" и расскажут про актуальные проблемы архитектуры ПО. Вы узнаете о различиях между архитектурой и дизайном и о взаимосвязи между кодом, компонентами и архитектурными стилями. На ярких, запоминающихся и реальных примерах вы научитесь работать с самыми распространенными архитектурными стилями. Архитектурные компоненты не зависят от языка. Мы используем Python только для иллюстрации. | |
Разместил: Ingvar16 5-05-2025, 18:17 | Комментарии: 0 | Подробнее
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 Название: Generative Intelligence in Healthcare: Transforming Patient Care with AI Creativity
Автор: Sakshi Gupta, Umesh Gupta, Moolchand Sharma, Kamal Malik
Издательство: CRC Press
Год: 2025
Страниц: 398
Язык: английский
Формат: pdf (true), epub
Размер: 21.2 MB
This book explores the intersection of Artificial Intelligence (AI) and healthcare with a focus on generative intelligence. The book will introduce the concept of generative intelligence and its transformative potential in patient care, showcasing applications that go beyond conventional AI approaches. Generative Intelligence in Healthcare: Transforming Patient Care with AI Creativity delves into the use of generative models for personalized medicine, data analytics, and predictive modelling, providing real-world examples of how AI creativity can revolutionize treatment strategies and diagnostic processes. It focuses on the origin and basics of Generative AI, Generative AI models, and possible areas in healthcare where Generative AI can work. It discusses how Generative AI model will help healthcare providers automatically generate prescriptions, discharge summaries, and patient conditions. The unique strength of this book lies in its comprehensive examination of ethical considerations and regulatory frameworks, ensuring a responsible and transparent integration of generative intelligence in healthcare. | |
Разместил: Ingvar16 5-05-2025, 01:26 | Комментарии: 0 | Подробнее
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 Название: Game Theory for Applied Econometricians: Data Analytics with R
Автор: Christopher P. Adams
Издательство: CRC Press
Год: 2025
Страниц: 281
Язык: английский
Формат: pdf (true), epub
Размер: 10.6 MB
Over the last 30 years the practice and use of game theory has changed dramatically, yet textbooks continue to present game theory with algebraic formalism and toy models. This book, on the other hand, illustrates game theory concepts using real-world data and analyses problems with real policy implications. The focus is on applying current learning to real world problems by providing an introduction to game theory and econometric analysis based on game theoretic principles using the computer language R. The book is written in RStudio using Sweave. Sweave allows LaTeX to be integrated into R. LaTeX is a free type-setting language that is designed for writing math. Much of the code that is used in the book is actually presented in the book. | |
Разместил: Ingvar16 5-05-2025, 00:50 | Комментарии: 0 | Подробнее
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 Название: Soft Computing and Machine Learning: A Fuzzy and Neutrosophic View of Reality
Автор: Mohd Anas Wajid, Aasim Zafar, Mohammad Saif Wajid, Akib Mohi Ud Din Khanday, Pronaya Bhattacharya
Издательство: CRC Press
Год: 2025
Страниц: 323
Язык: английский
Формат: pdf (true), epub
Размер: 25.2 MB
This reference text covers the theory and applications of soft computing and Machine Learning and presents readers with the intelligent fuzzy and neutrosophic rules that require situations where classical modeling approaches cannot be utilized, such as when there is incomplete, unclear, or imprecise information at hand or inadequate data. It further illustrates topics such as image processing, and power system analysis. The theory of Machine Learning (ML) is an interdisciplinary domain that converges statistical, probabilistic, computer science, and algorithmic elements. It involves iterative learning from data, unveiling concealed insights to construct intelligent applications. In the dynamic domain of Artificial Intelligence (AI), ML has been the cornerstone of numerous technological advancements, revolutionizing industries and reshaping how we perceive data analysis and predictive modeling. However, amidst this robust framework, a newer paradigm known as Neutrosophic Machine Learning (NML) has emerged, offering a novel perspective on handling uncertainty, imprecision, and indeterminacy within datasets. | |
Разместил: Ingvar16 5-05-2025, 00:14 | Комментарии: 0 | Подробнее
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 Название: Creating ChatGPT Apps with jаvascript: A Hands-On Guide for AI Applications with OpenAI APIs
Автор: Bruce Hopkins Jr., Bruce Hopkins Sr.
Издательство: Apress
Год: 2025
Страниц: 230
Язык: английский
Формат: True PDF, True EPUB
Размер: 10.1 MB
Transform your jаvascript expertise through the power of Open AI API models using "Creating ChatGPT Apps with jаvascript." This book will guide jаvascript developers to build smart applications while providing tangible knowledge of OpenAI's API for text summarization, creating transcripts from audio files, generating images, and running models locally on your machine. Through hands-on projects and code examples, readers will discover how to build AI-powered apps from scratch, such as using embeddings to train a Discord bot to answer customers' questions in multiple languages. Readers will also learn to dictate text for writing articles or blogs with a localized integration of Whisper and generate hero images with Dall-E. What's more, in the final chapter of this book, you'll be able to maximize productivity by creating a Smart Assistant like Alexa or Siri with jаvascript and the new Raspberry Pi 5. This book is written for jаvascript developers and hobbyists that want to use OpenAI and ChatGPT to create intelligent applications and streamline productivity. No prior experience with ChatGPT or OpenAI APIs is required. | |
Разместил: Ingvar16 4-05-2025, 20:47 | Комментарии: 0 | Подробнее
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 Название: Mastering PowerShell through Rock-Paper-Scissors
Автор: Laszlo Bocso
Издательство: Independently published
Год: December 21, 2024
Страниц: 195
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB
Embark on an exciting journey to master PowerShell through the creation of a classic game: Rock-Paper-Scissors. "Mastering PowerShell through Rock-Paper-Scissors" offers a unique, hands-on approach to learning one of the most versatile scripting languages in the IT world. Whether you're a complete beginner or an experienced programmer looking to add PowerShell to your toolkit, this book provides an engaging and practical path to proficiency. Why Rock-Paper-Scissors? This timeless game serves as the perfect vehicle for learning PowerShell. As you progress through the book, you'll build a fully functional Rock-Paper-Scissors game from the ground up, encountering and mastering key programming concepts along the way. The game's simple rules belie the complex programming principles you'll explore, making it an ideal project for learners at all levels. Whether you're looking to enhance your IT skills, automate your workflow, or simply learn a powerful new tool, "Mastering PowerShell through Rock-Paper-Scissors" offers an enjoyable and effective path to PowerShell proficiency. | |
Разместил: Ingvar16 4-05-2025, 20:07 | Комментарии: 0 | Подробнее
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 Название: React Web Development Handbook
Автор: Onyx Rose
Издательство: Independently published
Год: 2025
Страниц: 320
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB
Unlock the power of modern web development with React—one of the most in-demand and widely-used jаvascript libraries in the industry today. React Web Development Handbook is your practical guide to building fast, interactive, and scalable web applications with confidence. Designed for both beginners and experienced developers, this book takes a hands-on, project-ready approach to mastering React fundamentals and beyond. You'll explore core concepts like components, props, state, and hooks, while also learning how to build real-world features, handle data, and optimize user interfaces. Clear explanations, professional tips, and real code examples make each topic easy to understand and apply. Whether you're starting your web development journey or leveling up your frontend skills, this handbook is a valuable companion that grows with you. Start creating dynamic web applications the modern way—efficiently, confidently, and with React. | |
Разместил: Ingvar16 4-05-2025, 19:25 | Комментарии: 0 | Подробнее
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