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Название: Machine Learning for Drug Discovery (MEAP v6)
Автор: Noah Flynn
Издательство: Manning Publications
Год: 2025
Страниц: 298
Язык: английский
Формат: pdf, epub
Размер: 28.3 MB

Discover how Machine Learning, Deep Learning, and Generative AI have transformed the pharmaceutical pipeline as you get a hands-on introduction to building models with PyTorch—including diving into Deepmind's Alphafold. Machine Learning for Drug Discovery introduces the Machine Learning and Deep Learning techniques that drive modern medical research. Each chapter covers a real-world example from the pharmaceutical industry, showing you hands-on how researchers investigate treatments for cancer, malaria, autoimmune diseases, and more. You'll even explore the techniques used to create Deepmind's Alphafold, in an in-depth case study of the groundbreaking model. All you need are the basics of Python. This book will teach you everything else.

Название: Git & GitHub - The Developer's Survival Guide: The Art of Version Control: A Practical Guide for Developers and Its Possibilities
Автор: Hugo S. Dias
Издательство: Independently published
Год: 2025
Страниц: 123
Язык: английский
Формат: epub
Размер: 10.1 MB

Mastering version control is an essential skill for any modern developer. This practical guide introduces Git and GitHub in a clear and accessible way, helping both beginners and experienced developers improve their workflows. Welcome to the world of Git and GitHub, essential tools for every modern developer. This book is designed to demystify version control and collaboration, offering a practical and accessible approach for beginners and a concise guide for professionals seeking to enhance their skills. The goal of this material is to guide you from the first steps to advanced practices, helping you master the concepts and tools that have revolutionized software development. Mastering Git and GitHub is a fundamental skill for modern developers. From the basics to advanced commands, this book equips you with the tools and strategies to confidently navigate Git and GitHub, ensuring smoother collaboration and efficient code management.

Название: Data-Oriented Design for Games (MEAP v4)
Автор: Nitzan Wilnai
Издательство: Manning Publications
Год: 2025
Страниц: 287
Язык: английский
Формат: pdf, epub
Размер: 24.8 MB

Use Data-Oriented Design to deliver games with outstanding performance while using less time and resources. Data-Oriented Design (DOD) has become standard practice for AAA games and indie devs who need to squeeze every drop of performance out of hardware and deliver games on a rapid schedule. DOD is a programming practice that streamlines the way your code accesses, stores, and uses data, taking advantage of modern CPU architecture and accelerating the dev process. Data-Oriented Design for Games is a unique and comprehensive guide to architecting and coding games using DOD principles. Data-Oriented Design for Games teaches you to deliver high-performance games, with code that’s simpler to extend and maintain. You’ll learn to design games from scratch using DOD and also how to apply DOD to existing object-oriented codebases. Through a simulated development process—complete with Jira tickets—you’ll construct a complete “survivor” style game that runs at a high framerate on limited hardware while being easy to expand. For game developers, team leads, and software directors. Examples in Unity.

Название: Think Distributed Systems (MEAP v9)
Автор: Dominik Tornow
Издательство: Manning Publications
Год: 2025
Страниц: 255
Язык: английский
Формат: pdf, epub
Размер: 22.0 MB

Reason confidently about distributed systems. All modern software is distributed. Let’s say that again—all modern software is distributed. Whether you’re building mobile utilities, microservices, or massive cloud native enterprise applications, creating efficient distributed systems requires you to think differently about failure, performance, network services, resource usage, latency, and much more. This clearly-written book guides you into the mindset you’ll need to design, develop, and deploy scalable and reliable distributed systems. Think Distributed Systems provides accurate and concise mental models to help you reason confidently about distributed systems. It delivers a big picture view of distributed systems along with a detailed look at key topics like partitioning, replication, durable executions, and consensus protocols. For software engineers and architects.

Название: Essential GraphRAG: Knowledge Graph-Enhanced RAG (MEAP v4)
Автор: Tomaž Bratanič, Oskar Hane
Издательство: Manning Publications
Год: 2025
Страниц: 208
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Upgrade your RAG applications with the power of knowledge graphs. Retrieval Augmented Generation (RAG) is a great way to harness the power of generative AI for information not contained in a LLM’s training data and to avoid depending on LLM for factual information. However, RAG only works when you can quickly identify and supply the most relevant context to your LLM. Essential GraphRAG shows you how to use knowledge graphs to model your RAG data and deliver better performance, accuracy, traceability, and completeness. Essential GraphRAG is a practical guide to empowering LLMs with RAG. You’ll learn to deliver vector similarity-based approaches to find relevant information, as well as work with semantic layers, and generate Cypher statements to retrieve data from a knowledge graph. For readers with intermediate Python skills and some experience with a graph database like Neo4j.

Название: Серия "Глазами хакера" в 32 книгах (+16CD)
Автор: Фленов М., Бабин С. и др.
Издательство: БХВ-Петербург
Год: 2003-2025
Формат: PDF, DJVU+CD
Размер: 3.1 Гб
Язык: русский

Серия книг Михаила Фленова, специалиста по безопасности, операционным системам и программированию, и Сергея Бабина специалиста по информационным технологиям, в которых рассмотрена организация безопасной и эффективной работы на ПК. Рассмотрены основные методы атак хакеров, и описаны рекомендации по оптимизации ПК, которые позволят Вам сделать компьютер быстрее, надежнее и безопаснее.

Название: Microsoft Semantic Kernel in Action (MEAP v3)
Автор: Daniel Costea
Издательство: Manning Publications
Год: 2025
Страниц: 308
Язык: английский
Формат: pdf, epub
Размер: 13.2 MB

Build AI applications that integrate multiple models, data sources, and other components using Microsoft Semantic Kernel. Even simple AI applications need to combine LLMs and other models, functions and plugins created in various programming languages, and custom data sources. With the Microsoft Semantic Kernel SDK, you can create chatbots, copilots, and agents by chaining individual components together using a few lines of glue code. Semantic Kernel makes it a snap to build AI apps from scratch or integrate AI features into an existing codebase. Microsoft Semantic Kernel in Action teaches you to create AI applications and integrate AI into existing software using C# and the lightweight Semantic Kernel SDK. The book covers both proprietary AI models like OpenAI's GPT and open-source options like Llama and Phi. For beginner and expert .NET developers, data scientists, and AI enthusiasts seeking to integrate AI into applications.

Название: C# глазами хакера
Автор(ы): Фленов М.
Издательство: БХВ-Петербург
Год: 2025 (2-е изд.)
Страниц: 288
Формат: DjVu
Размер: 11 Мб
Язык: русский

Подробно рассмотрены все аспекты безопасности от теории до реальных реализаций .NET-приложений на языке C#. Рассказано, как обеспечивать безопасную регистрацию, авторизацию и поддержку сессий пользователей.

Название: R for Non-Programmers
Автор: Daniel Dauber
Издательство: CRC Press
Год: 2025
Страниц: 384
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Unlock the Power of Data Analysis with R. Whether you are a researcher, student, or professional new to programming, this book provides a step-by-step guide to mastering R for quantitative and mixed-methods analysis. Designed for those who still need to gain program- ming experience or wish to learn a new one, it demystifies data analysis, helping you tackle challenges from data wrangling to statistical modelling. Packed with practical examples, engaging explanations, and real-world applications, this book equips you with the tools to analyse data confidently, identify trends, and uncover meaningful insights. This book, which strongly focuses on reproducible research, is an indispensable guide for anyone looking to enhance their analytical toolkit and unlock R’s full potential for data analysis and statistical modelling.

Название: Осваиваем архитектуру Transformer: Разработка современных моделей с помощью передовых методов обработки естественного языка
Автор: Йылдырым C., Асгари-Ченаглу М.
Издательство: ДMK
Год: 2022
Cтраниц: 320
Формат: pdf
Размер: 18 мб
Язык: русский

В этой книге рассказывается, как создавать различные приложения NLP на основе трансформеров, используя библиотеку Python Transformers. Вы познакомитесь с архитектурой трансформеров и напишете свою первую программу для работы с моделями на основе этой передовой технологии.