Litgu.ru - Литературный Гуру

Название: DevOps Tools for Java Developers: Best Practices from Source Code to Production Containers (Fourth Early Release)
Автор: Stephen Chin, Melissa McKay, Ixchel Ruiz, Baruch Sadogursky
Издательство: O’Reilly Media, Inc.
Год: 2021-09-01
Страниц: 237
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

With the rise of DevOps, low-cost cloud computing, and container technologies, the way Java developers approach development today has changed dramatically. This practical guide helps you take advantage of microservices, serverless, and cloud native technologies using the latest DevOps techniques to simplify your build process and create hyperproductive teams. The list includes source control with Git, build declaration with Maven and Gradle, CI/CD with CircleCI, package management with Artifactory, containerization with Docker and Kubernetes, and much more. Whether you're building applications with Jakarta EE, Spring Boot, Dropwizard, MicroProfile, Micronaut, or Quarkus, this comprehensive guide has you covered.

Название: Automated Machine Learning for Business
Автор: Kai R. Larsen, Daniel S. Becker
Издательство: Oxford University Press
Год: 2021
Страниц: 333
Язык: английский
Формат: pdf (true)
Размер: 23.7 MB

Teaches the Machine Learning process for business students and professionals using Automated Machine Learning (AutoML), a new development in data science that requires only a few weeks to learn instead of years of training. Though the concept of computers learning to solve a problem may still conjure thoughts of futuristic Artificial Intelligence, the reality is that Machine Learning algorithms now exist within most major software, including Websites and even word processors. In this book, Larsen and Becker teach the Machine Learning process using a new development in data science: Automated Machine Learning. AutoML, when implemented properly, makes machine learning accessible by removing the need for years of experience in the most arcane aspects of data science, such as math, statistics, and computer science. While this book will stick to easy-​to-​use graphical interfaces, the content of the book is transformable to a class teaching AutoML through a coding approach, primarily with R or Python.

Название: Algorithms For Big Data
Автор: Moran Feldman
Издательство: World Scientific Publishing
Год: 2020
Страниц: 458
Язык: английский
Формат: pdf (true)
Размер: 19.4 MB

This unique volume is an introduction for computer scientists, including a formal study of theoretical algorithms for Big Data applications, which allows them to work on such algorithms in the future. It also serves as a useful reference guide for the general computer science population, providing a comprehensive overview of the fascinating world of such algorithms.To achieve these goals, the algorithmic results presented have been carefully chosen so that they demonstrate the important techniques and tools used in Big Data algorithms, and yet do not require tedious calculations or a very deep mathematical background.

Название: Mastering Angular Reactive Forms: Build Solid Expertise in Reactive Forms using Form Control, Form Group, Form Array, Validators, Testing and more
Автор: Fanis Prodromou
Издательство: BPB Publications
Год: 2021
Страниц: 375
Язык: английский
Формат: pdf (true), epub
Размер: 10.17 MB

Building confidence to develop any complex forms using Angular. Mastering Angular Reactive Forms provides all the needed tools to develop an Angular application using Reactive Forms. You will gain knowledge that will help you develop any form, regardless of its size and complexity. You will learn about the basic building blocks of Angular Reactive Forms, apply a binding in all HTML form elements using Form Control, Form Group, or Form Array, and apply simple or complex validators. Furthermore, you will learn how to interact with end user's form value changes, how to Unit Test, and how to expand your form by building re-usable form parts beyond basics. The book is based on patterns that are widely used by the community and many enterprise companies.

Название: Implementing Design Patterns in C# and .NET 5: Build Scalable, Fast, and Reliable
Автор: Alexandre F. Malavasi Cardoso
Издательство: BPB Publications
Год: 2021
Страниц: 734
Язык: английский
Формат: pdf, epub
Размер: 21.2 MB

Implement robust applications by applying efficient Design Patterns with .NET 5 and C#. This book covers detailed aspects of Design Patterns and Object-Oriented Programming concepts using the most modern version of the C# language and .NET platform, including many real-world examples and good practice guidelines that help developers in building robust and extensible applications. The book begins with the essential concepts of C# programming and the .NET platform. You get your foundation strong by understanding SOLID Principles and the actual implementation of reliable applications. You will be working on most common Design Patterns such as Abstract Factory, Adapter, Composite, Proxy, Command, Strategy, Observer, Factory Method, Singleton, Builder, Interpreter, Mediator, and many other patterns that will help you to create solid enterprise applications. You will also witness the performance of these design patterns in a real software development environment with the help of practical examples.

Название: Assembler: учебный курс
Автор: Юров В., Хорошенко С.
Издательство: СПб: Питер Ком
Год: 1999
Формат: pdf
Страниц: 674
Размер: 38,7 Mb
Язык: Русский

До сих пор программирование на языке низкого уровня Assembler было прерогативой узкого круга профессионалов Впервые читателю предлагается учебное пособие, способствующее формированию фундаментальных знаний по архитектуре процессора Intel Pentium и основам низкоуровневого программирования на языке Assembler, не требующее никакой начальной подготовки, кроме определенного опыта работы с персональным компьютером.

Название: Mastering Advanced Scrum: Advanced Scrum Techniques for Scrum Teams, Roles, Artifacts, Events, Metrics, Working Agreements
Автор: Rituraj Patil
Издательство: BPB Publications
Год: 2021
Страниц: 970
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Empower Your Agile Software Product Development Scrum Teams with Advanced Scrum Techniques. This book emphasizes on the Advanced Scrum Add-ons/Techniques to be explored, applied, and utilized by the Scrum Teams to establish and improve a fully functional Scrum-based Agile Way of Working. Reading this book not only helps the Scrum Teams to encourage their overall responsibility, accountability, and ownership, but also guides them to become High-Performing Scrum Teams. The book contains numerous real-time use-cases and visual illustrations for various concepts of Scrum Framework, Scrum-based Agile Way of Working, and Advanced Scrum Add-ons/Techniques. It also gives an overview of Scrum Malfunctioning and various ways to prevent and correct it. This book acts as a handy reference for the Scrum Teams to make use of Advanced Scrum Add-ons/Techniques.

Название: Real-Time Streaming with Apache Kafka, Spark, and Storm: Create Platforms That Can Quickly Crunch Data and Deliver Real-Time Analytics to Users
Автор: Brindha Priyadarshini Jeyaraman
Издательство: BPB Publications
Год: 2021
Страниц: 407
Язык: английский
Формат: pdf, epub
Размер: 10.9 MB

Build a platform using Apache Kafka, Spark, and Storm to generate real-time data insights and view them through Dashboards. Real-Time Streaming with Apache Kafka, Spark, and Storm is a book that provides an overview of the real-time streaming concepts and architectures of Apache Kafka, Storm, and Spark. The readers will learn how to build systems that can process data streams in real time using these technologies. They will be able to process a large amount of real-time data and perform analytics or generate insights as a result of this. The architecture of Kafka and its various components are described in detail.

Название: Мультиагентное обучение с подкреплением
Автор: А.Н. Алфимцев
Издательство: Изд. МГТУ им. Н.Э. Баумана
Год: 2021
Страниц: 225
Язык: русский
Формат: pdf
Размер: 115.0 MB

Рассмотрены современные и классические алгоритмы одновременного машинного обучения множества агентов, основанные на теории игр, табличных, нейросетевых, эволюционных и роевых технологиях. Представлено последовательное развитие теоретической модели алгоритмов, базирующееся на марковских процессах принятия решений. Реализация алгоритмов выполнена на языке программирования Python с использованием библиотеки глубокого обучения PyTorch. Средой машинного обучения является компьютерная игра StarCraft II с интерфейсом кооперативного мультиагентного обучения SMAC.

Название: Everyday Go / Everyday Golang - The Fast Track
Автор: Alex Ellis
Издательство: OpenFaaS Ltd
Год: 2021
Страниц: 118
Язык: английский
Формат: pdf (true), epub + Code
Размер: 10.19 MB

"Everyday Go" is the fast way to learn tools, techniques and patterns from real tools used in production. This book is a compilation of practical examples, lessons and techniques for Go developers. The topics cover the software lifecycle from learning the fundamentals, to software testing, to distribution and monitoring. Whether you're starting out with Go, or are at an intermediate level, then you will probably get a lot out of this book. You may get this book to expand your knowledge, or to go deeper in a certain area like Cross-compilation, Unit Testing, GitHub Actions or Goroutines. It's also useful as reference material for experienced Go developers, for instance - the author uses the GitHub Actions and Prometheus chapters as a refresher when creating new services.