Название: Архитектура компьютерных систем. Как собрать современный компьютер по всем правилам
Автор: Ноам Нисан, Шимон Шокен
Издательство: Эксмо
Год: 2023
Страниц: 499
Язык: русский
Формат: pdf, djvu
Размер: 10.8 MB

Лучший способ понять, как работают компьютеры, – это построить один из них с нуля! Так считают авторы этой книги и потому предлагают практический подход к изучению компьютерных систем. Внутри вас ждет не только исчерпывающее теоретическое описание работы современного компьютера, но и алгоритм конкретных шагов, необходимых для его конструирования. В отличие от других учебников, которые охватывают только один аспект темы, эта книга дает целостное и исчерпывающее знание прикладной информатики, необходимое для создания собственных проектов. Благодаря книге вы научитесь разбираться в следующих темах: аппаратное обеспечение; компьютерная архитектура; языки низкого и высокого уровня; виртуальные машины; компиляторы; программирование; операционные системы, ...

Название: Algorithmic High-Dimensional Robust Statistics
Автор: Ilias Diakonikolas, Daniel M. Kane
Издательство: Cambridge University Press
Год: 2023
Страниц: 301
Язык: английский
Формат: pdf (true), djvu
Размер: 10.2 MB

Robust statistics is the study of designing estimators that perform well even when the dataset significantly deviates from the idealized modeling assumptions, such as in the presence of model misspecification or adversarial outliers in the dataset. The classical statistical theory, dating back to pioneering works by Tukey and Huber, characterizes the information-theoretic limits of robust estimation for most common problems. A recent line of work in Computer Science gave the first computationally efficient robust estimators in high dimensions for a range of learning tasks. This reference text for graduate students, researchers, and professionals in Machine Learning theory, provides an overview of recent developments in algorithmic high-dimensional robust statistics, presenting the underlying ideas in a clear and unified manner, while leveraging new perspectives on the developed techniques to provide streamlined proofs of these results. The most basic and illustrative results are analyzed in each chapter, while more tangential developments are explored in the exercises. Throughout this book, we have so far focused on robust algorithms for Unsupervised Learning problems, that is, problems about learning some parameters like the mean or covariance of a distribution. In this chapter, we illustrate how the algorithmic ideas developed in this book can be applied to supervised problems as well. At a high level, Supervised Learning is the task of inferring a function from a set of labeled observations.

Название: Программирование на Kotlin для Android
Автор: Пьер-Оливье Лоране, Аманда Хинчман-Домингес, Дж. Блейк Мик, Майк Данн
Издательство: БХВ-Петербург
Год: 2024
Страниц: 338
Язык: русский
Формат: pdf
Размер: 24.7 MB

Книга посвящена разработке мобильных приложений для Android на языке Kotlin. Рассмотрены основные структуры и элементы языка, подробно описан фреймворк коллекций Kotlin. Показана архитектура операционной системы Android, приложений и их контейнеров, изучаются основы параллельного программирования. Рассказано о потокобезопасности, работе с параллелизмом с использованием обратных вызовов. Отдельная глава посвящена специальным конструкциям Kotlin — сопрограммам, с акцентом на структурированный параллелизм. Рассматриваются каналы, использование потоков для асинхронной обработки данных. Изучаются вопросы повышения производительности приложений с использованием инструментов профилирования Android и снижения потребления ресурсов за счет оптимизации производительности. Kotlin становится все более популярным среди разработчиков благо­даря простоте внедрения и более чистому синтаксису, но этот язык предлагает го­раздо больше, а именно: новые способы решения проблем параллелизма в Android. Мы написали эту книгу, чтобы подробно представить уникальную и особую взаи­мосвязь этих тем.

Название: Green Machine Learning Protocols for Future Communication Networks
Автор: Saim Ghafoor, Mubashir Husain Rehmani
Издательство: CRC Press
Год: 2024
Страниц: 223
Язык: английский
Формат: pdf (true)
Размер: 12.6 MB

Machine Learning (ML) has shown tremendous benefits in solving complex network problems and providing situation and parameter prediction. However, heavy resources are required to process and analyze the data, which can be done either offline or using edge computing but also requires heavy transmission resources to provide a timely response. The need here is to provide lightweight Machine Learning protocols that can process and analyze the data at run time and provide a timely and efficient response. These algorithms have grown in terms of computation and memory requirements due to the availability of large data sets. These models/algorithms also require high levels of resources such as computing, memory, communication, and storage. The focus so far was on producing highly accurate models for these communication networks without considering the energy consumption of these Machine Learning algorithms. For future scalable and sustainable network applications, efforts are required toward designing new Machine Learning protocols and modifying the existing ones, which consume less energy, i.e., green Machine Learning protocols.

Название: Unreal Engine Blueprint Game Developer
Автор: Asadullah Alam
Издательство: Independently published
Год: 2023
Страниц: 386
Язык: английский
Формат: pdf
Размер: 23.3 MB

"Unreal Engine Blueprint Game Developer" is the ultimate guide for aspiring game developers who want to create video games using the powerful visual scripting system known as Blueprints in Unreal Engine 4. Whether you're a complete beginner or an experienced developer looking to transition into visual scripting, this book offers a step-by-step approach to building your own games without the need for traditional coding. In this comprehensive guide, you'll explore the world of visual scripting with Unreal Engine 4, from the basics of installation to creating fully functional and immersive games. No prior experience with game development or programming is required, making this book perfect for beginners looking to unleash their creativity and share their games with friends and the world. "Unreal Engine Blueprint Game Developer" stands out as a comprehensive and hands-on learning experience. Each chapter provides clear instructions and fully completed code scripts, ensuring you have the best possible values for your game development journey. Whether you're an individual looking to enter the world of game development, an aspiring developer seeking to expand your skills, or a student eager to bring your creative visions to life, this book is your gateway to becoming a proficient game developer with Unreal Engine 4 and Blueprints.

Название: Mastering Java: 100+ Solved and Commented Exercises to Accelerate your Learning
Автор: Ruhan Conceicao
Издательство: Independently published
Год: 2023
Страниц: 353
Язык: английский
Формат: pdf
Размер: 70.6 MB

Exercise your programming logic skills in Java with the book "Mastering Java: 100+ Solved and Commented Exercises to Accelerate Your Learning". In this book, over 100 programming logic exercises are presented, all solved and commented. In many exercises, multiple solutions are provided so that you can compare different ways of solving a programming problem. This book is also recommended for teachers who teach subjects such as Algorithms, Programming, Programming Logic, etc., and need a comprehensive resource with problems to use as examples and activities with their students. Mastering Java: 100+ Solved and Commented Exercises to Accelerate Your Learning is an important resource for those who want to start and excel in the world of Java programming. Get your copy now and start your journey towards mastery in Java programming! This book is aimed at people who are starting to program and need to develop their programming logic skills using the Java language.

Название: Python & jаvascript Mastery: 2 Books In 1- Learn And Master Two Powerful Programming Languages
Автор: Alex Iversion
Издательство: Independently published
Год: 2023
Страниц: 803
Язык: английский
Формат: pdf
Размер: 152.9 MB

Unlock the full potential of Python and jаvascript, and become a top-tier developer with the ultimate 2-in-1 resource: 'Python and jаvascript Mastery: A Comprehensive Guide to Mastering Two of the World's Most Powerful Programming Languages.' Whether you're a complete beginner or an experienced developer looking to expand your skills, this all-inclusive guide is the perfect resource to help you excel in both Python and jаvascript programming. Inside this 2-in-1 book, you'll discover: Comprehensive Guide to Python: With over 388 pages of powerful Python material, learn everything from setting up your development environment to working with strings, lists, dictionaries, and sets. Dive deep into object-oriented programming, file input and output, regular expressions, and more. Comprehensive Guide to jаvascript: Explore the world of jаvascript, from its history to the latest advanced topics like asynchronous programming, working with the DOM, and using jаvascript libraries and frameworks. Real-World Projects and Hands-On Exercises: Packed with practical examples and hands-on exercises, this book ensures you gain practical experience while mastering each topic in both Python and jаvascript programming.

Название: Essential C# 12.0, 8th Edition (Early Release)
Автор: Mark Michaelis
Издательство: Addison-Wesley/Pearson
Год: 2023
Страниц: 196
Язык: английский
Формат: pdf , epub, mobi
Размер: 10.2 MB

Updated for the Microsoft C# 12.0 Long Term Support (LTS) release, Essential C# 12.0 is a well-organized, no-fluff C# guide, suitable for every programmer. Building on the proven high-value content of previous editions, world-class C# expert Mark Michaelis illuminates key enhancements in C# 12, including any-type aliases, inline arrays, default lambda expression parameters, expanded support for primary constructors, and experimental interceptors. Through a set of extension methods and lambda expressions, the programming API called Language Integrated Query (LINQ) provides a far superior API for working with collections.1 In fact, in earlier editions of this book, the chapter on collections came immediately after the chapter on generics and just before the one on delegates. However, lambda expressions were so fundamental to LINQ that it is no longer possible to cover collections without first covering delegates (the basis of lambda expressions). Now that you have a solid foundation in lambda expressions from the preceding two chapters, we can delve into the details of collections—a topic that spans three chapters.

Название: Practical Ansible Automation Handbook: An Ultimate Guide to Innovate, Accelerate, and Maximize Efficiency of IT Infrastructure on Windows and Linux
Автор: Luca Berton
Издательство: Orange Education Pvt Ltd, AVA
Год: July 2023
Страниц: 358
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Unleash the Power of Ansible to Automate Workflows, Streamline Operations, and Revolutionize Infrastructure Management.

Название: Akka in Action, Second Edition (Final)
Автор: Francisco Lopez-Sancho Abraham
Издательство: Manning Publications
Год: 2023
Страниц: 565
Язык: английский
Формат: epub, mobi
Размер: 10.6 MB

Akka solves the big problems of distributed systems, from multithreading and concurrency to scalability and failure. Learn how to use it effectively. Akka in Action, Second Edition teaches you to use Akka Typed to solve common problems of distributed systems. You’ll learn how to bring together all of Akka’s moving parts to design and implement highly scalable and maintainable software. Extensively revised by Akka contributor Francisco López-Sancho Abraham, this new edition demonstrates Akka’s complex concepts through engaging hands-on examples. Discover the power of the Actor Model, how Akka works with Kubernetes, and how to utilize Akka modules to create microservices that are reliable and fault tolerant. For large software systems, the action is in the “-ilities.” Scalability. Reliability. Maintainability. Capability. Akka, toolkit for building distributed message-driven applications, delivers on the “ilities.” And recent innovations, including Akka Typed, ensure that this amazing platform will remain the best way to build and deploy distributed Java and Scala applications for years to come. For readers comfortable with Java and Scala.