Книги по программированию и IT 2024 года

 Machine Learning Theory and Applications delves into the realm of machine learning and deep learning, exploring their practical applications by comprehending mathematical concepts and implementing them in real-world scenarios using Python and renowned open-source libraries. This comprehensive guide covers a wide range of topics, including data preparation, feature engineering techniques, commonly utilized machine learning algorithms like support vector machines and neural networks, as well as generative AI and foundation models. To …

 As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process.

 Having served as principal data scientist in several companies, Chang has considerable …

 This book offers both theoretical insights and hands-on experience in understanding and building machine learning-based Network Traffic Monitoring and Analysis (NTMA) and Video Quality Assessment (VQA) applications using JavaScript. JavaScript provides the flexibility to deploy these applications across various devices and web browsers.

 The book begins by delving into NTMA, explaining fundamental concepts and providing an overview of existing applications and research within this domain. It also goes into the …

 Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks.

In Pandas Workout you’ll learn how to:
 

• Clean your data for accurate analysis
• Work with rows and columns for retrieving and assigning data
• Handle indexes, including hierarchical indexes
• Read and write data with a number of common formats, such as CSV and JSON
• Process and manipulate textual …
  Big Data / DataScience Английский PDF

 As software systems become increasingly complex, maintaining code quality, scalability, and efficiency can be a daunting challenge. Mastering Python Design Patterns is an essential resource that equips you with the tools you need to overcome these hurdles and create robust, scalable applications.

 The book delves into design principles and patterns in Python, covering both classic and modern patterns, and apply them to solve daily challenges as a Python developer …

 If you are a cybersecurity professional looking for practical and actionable guidance to strengthen your organization's security, then this is the book for you. Cybersecurity Strategies and Best Practices is a comprehensive guide that offers pragmatic insights through real-world case studies. Written by a cybersecurity expert with extensive experience in advising global organizations, this guide will help you align security measures with business objectives while tackling the ever-changing threat landscape. …

SwiftUI transforms Apple Platform app development with intuitive Swift code for seamless UI design.

Explore SwiftUI's declarative programming: define what the app should look like and do, while the OS handles the heavy lifting.

Hands-on approach covers SwiftUI fundamentals and often-omitted parts in introductory guides.

Progress from creating views and modifiers to intricate, responsive UIs and advanced techniques for complex apps.

Focus on new features in asynchronous programming and architecture …

 С 1970-х годов InfoSec-специалисты постепенно совершенствовали безопасность, даже не задумываясь, в правильном ли направлении со стратегической точки зрения они движутся. Рик Ховард утверждает, что нет. Общее направление само по себе было ошибочным, но идейные лидеры в этой области так и не смогли докопаться до корня проблемы. Идя по стопам таких авторитетов, как Декарт и Илон Маск, автор обосновывает главный принцип кибербезопасности и определяет стратегии и тактики его реализации.

Книга об …

 В простой, осязаемой и наглядной форме книга знакомит с Git – самой популярной системой контроля версий. Изложены основы Git: установка, графический интерфейс и командная строка, локальные репозитории и коммиты, ветки и слияния. Рассмотрены хостинговые сервисы и аутентификация, работа с удаленным репозиторием, клонирование и локальное сохранение. Подробно рассмотрены трехсторонние слияния, конфликты слияния, запросы на слияние, а также интеграция изменений из одной ветки в другую с помощью перебазирования. Для закрепления материала служат два …

 Django is a powerful tool for building web applications and is highly trusted by developers. It is scalable, flexible, and secure and benefits from extensive community support.

 This book is designed to help beginners understand the core concepts of Django and web development. Its hands-on approach includes creating real web applications. The guide covers the basics of Django's structure and components to more advanced topics like deploying …

 Что общего между самыми востребованными профессиями и стремительным увеличением количества информации в мире? Ответ: язык структурированных запросов (SQL). SQL – рабочая лошадка среди языков программирования, основа основ для современного анализа и управления данными.

 Книга «SQL: быстрое погружение» идеальна для всех, кто ищет новые перспективы карьерного роста; для разработчиков, которые хотят расширить свои навыки и знания в программировании; для любого человека, даже без опыта, кто хочет воспользоваться возможностями будущего, в котором …

 PostgreSQL — одна из самых популярных в мире систем баз данных. По итогам свыше двадцати лет развития на прочном академическом фундаменте она выросла в полноценную СУБД, пригодную для корпоративного использования, и составляет реальную альтернативу коммерческим системам. Чтобы убедиться в этом, достаточно посмотреть на важнейшие характеристики новейшей на сегодняшний день версии PostgreSQL 16.

 Разработанная в академической среде, за долгую историю сплотившая вокруг себя широкое сообщество разработчиков, эта СУБД обладает …

 This book provides a comprehensive guide to Python, which stands as the cornerstone of modern programming and is the main computer language driving software prototyping in both industry and research. The author introduces readers to the rich world of Python, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient Python developer or scientist. The book …

 Unlock the potential of JavaScript design patterns, the foundation for development teams seeking structured and reusable solutions to common software development challenges in this guide to improving code maintainability, scalability, and performance. Discover how these patterns equip businesses with cleaner and more maintainable code, promote team collaboration, reduce errors, and save time and costs.

 This book provides a comprehensive view of design patterns in modern (ES6+) JavaScript with real-world examples …

 The Ultimate Linux Network Security for Enterprises is your essential companion to mastering advanced cybersecurity techniques tailored for Linux systems.

 The book provides a comprehensive exploration of Linux network security, equipping you with the skills and knowledge needed to defend against evolving cyber threats. Through hands-on exercises, real-world scenarios, and industry best practices, this book empowers you to fortify your organization’s networks with confidence. Discover practical insights and techniques …