Название: Machine Learning with PySpark: With Natural Language Processing and Recommender Systems 2nd Edition
Автор: Pramod Singh
Издательство: Apress
Год: 2022
Страниц: 230
Язык: английский
Формат: pdf (true), epub
Размер: 19.1 MB

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable Machine Learning models, to natural language processing, to recommender systems. Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectrum of traditional Machine Learning algorithm implementations, along with natural language processing and recommender systems. You’ll gain familiarity with the critical process of selecting Machine Learning algorithms, data ingestion, and data processing to solve business problems. You’ll see a demonstration of how to build supervised Machine Learning models such as linear regression, logistic regression, decision trees, and random forests.

Название: Full Stack Testing: A Practical Guide for Delivering High Quality Software (Fourth Early Release)
Автор: Gayathri Mohan
Издательство: O’Reilly Media, Inc.
Год: 2021-12-08
Страниц: 359
Язык: английский
Формат: epub
Размер: 17.7 MB

Testing is a critical discipline for any organization looking to deliver high-quality software. This practical book provides software developers and QA engineers with a comprehensive one-stop guide to testing skills in 10 different categories. You'll learn appropriate strategies, concepts, and practical implementation knowledge you can apply from both a development and testing perspective for web and mobile applications. Author Gayathri Mohan offers examples of more than 40 tools you can use immediately. You'll acquire the skills to conduct exploratory testing, test automation, cross-functional testing, data testing, mobile testing, and visual testing, as well as tests for performance, security, and accessibility.

Название: Efficient Deep Learning: Training and Deploying Models that are Smaller, Faster, and Better (Early Release)
Автор: Gaurav Menghani
Издательство: O’Reilly Media, Inc.
Год: 2021-12-08
Язык: английский
Формат: pdf, epub
Размер: 14.9 MB

Make Deep Learning models more efficient by using fewer resources to deliver better quality. With this book, you'll examine algorithms and techniques used by researchers and engineers at Google, Facebook, and other AI labs to train and deploy models on devices ranging from server-side machines to tiny microcontrollers. Gaurav Menghani, staff software engineer at Google Research, examines the fundamentals and practical techniques that can help you optimize your model training and deployment workflows. Your models will perform as well as or better than before using a fraction of resources.

Название: Самоучитель Ruby
Автор: Симдянов И.В.
Издательство: БХВ-Петербург
ISBN: 978-5-9775-4060-5
Серия: Самоучитель
Год: 2020
Формат: PDF
Страниц: 643
Размер: 10.2 MB
Язык: Русский

Язык Ruby излагается последовательно от простого к сложному. Описываются интерпретатор Ruby, утилиты, детально рассматривается современная Ruby-экосистема, работа со стандартной и сторонними библиотеками. Дан разбор синтаксических конструкций: операторов, переменных, констант, конструкций ветвления и циклов, блоков и итераторов. Подробно описаны объектно-ориентированные возможности Ruby: классы, модули, объекты и методы. Показано практическое применение языка Ruby в веб-программировании и автоматическом тестировании. Для закрепления материала в конце глав приводятся задания. С помощью книги можно не только освоить язык Ruby, но и подготовиться к работе с профессиональными фреймворками: Ruby on Rails, Sinatra, RSpec, MiniTest и Cucumber. Опытных разработчиков может заинтересовать подробное описание нововведений версий от 2.0 до 2.6.

Название: C# 10 Pocket Reference: Instant Help for C# 10 Programmers (Early Release)
Автор: Joseph Albahari, Ben Albahari
Издательство: O’Reilly Media, Inc.
Год: 2021-12-07
Страниц: 227
Язык: английский
Формат: epub
Размер: 10.0 MB

Looking for quick answers for using C# 10? This tightly focused and practical guide tells you exactly what you need to know without long intros or bloated samples. Succinct and easy to browse, this pocket reference is an ideal quick source of information. If you know Java, C++, or an earlier C# version, this guide will help you get rapidly up to speed.

Название: Mastering Apache Pulsar: Cloud Native Event Streaming at Scale
Автор: Jowanza Joseph
Издательство: O’Reilly Media, Inc.
Год: 2022
Формат: ePUB
Страниц: 250
Размер: 10 Mb
Язык: English

Every enterprise application creates data, including log messages, metrics, user activity, and outgoing messages. Learning how to move these items is almost as important as the data itself. If you're an application architect, developer, or production engineer new to Apache Pulsar, this practical guide shows you how to use this open source event streaming platform to handle real-time data feeds.

Название: Computer Vision and Augmented Reality in iOS: OpenCV and ARKit Applications
Автор: Ahmed Fathi Bekhit
Издательство: Apress
Год: 2021
Страниц: 169
Язык: английский
Формат: pdf (true), epub
Размер: 20.8 MB

Learn how computer vision works, how augmented reality renders digital graphics into the physical world via an iPhone’s camera, and how to incorporate these technologies into your own apps. This book shows you how to take full advantage of computer vision technologies. Interacting with other people online usually involves user-generated images and videos; whether it be “memes”, short videos, or heavily-modified images. Before smart phones, generating this content required a professional using high-level image and video editing software. Not any more.

Название: Practical Tips and Tricks for Selenium Test Automation: Learn to create a framework for automation testing
fundamentals fast
Автор: Anton Smirnov
Издательство: Leanpub
Год: 2021-06-08
Страниц: 155
Язык: английский
Формат: pdf (true), epub
Размер: 34.5 MB

In this book, there will be a large number of examples and descriptions of approaches to solving some problems in test automation. In this book, I have tried to focus more on the concept of how to use the strengths and weaknesses of Selenium WebDriver. In this book, I will share with you some practical tips and tricks for Selenium WebDriver test automation, that touch upon aspects of code optimization, performance improvements, dynamic web-page loading, handling CSS and HTML code, etc. Have you ever wondered how to set up a test automation framework? Well, in this book you will learn about everything you’ll need to successfully create such a framework. We’re going to look at the pros and cons of preconfigured testing environments and those that are created dynamically.

Название: Beginning Flutter with Dart: A Step by Step Guide for Beginners to Build a Basic Android or iOS Mobile Application
Автор: Sanjib Sinha
Издательство: Leanpub
Год: 2021-11-28
Страниц: 710
Язык: английский
Формат: pdf (true), epub
Размер: 34.1 MB

The main advantage of this Book is it will upgrade with Flutter. It is at an advantage because I regularly write Flutter blog at my website, and as a result, I always keep adding those posts in new chapters, so that you can update your knowledge from lesser known facts to unknown facts about Flutter. Consequently the pages and words have been increasing since I have first published this book. Finally, where it will stop? I can't assume at present, the pages might cross two thousand or more, because in every month "Beginning Flutter with Dart" will get updated twice or thrice. Therefore once you've got the book, it will always give you the most recent development that takes place in Flutter widget and user interface world. In addition, as you progress, you'll find that more concise and succinct detail about the Flutter widgets, and besides, inherent concepts regarding widgets are getting added in a regular basis. I hope, that'll help you to understand firstly, and secondly, build more robust Flutter applications.

Название: Stratospheric: From Zero to Production with Spring Boot and AWS
Автор: Bjorn Wilmsmann, Philip Riecks, Tom Hombergs
Издательство: Leanpub
Год: 2021-11-23
Страниц: 452
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 19.4 MB

With Spring Boot being the leading framework for building applications in the JVM ecosystem and AWS the leading cloud platform, their combination is quite powerful. This book will teach you everything you need to know to get your Spring Boot application running on AWS. Throughout this book, we'll develop a web application that seamlessly integrates common AWS services such as SQS, S3, SNS, RDS, Cognito, and ECS using Spring Cloud AWS. Not only will we focus on developing the application with Spring Boot but also take a detailed look at getting it ready for production. This includes a continuous deployment pipeline, infrastructure-as-code using CloudFormation and AWS CDK, deployment patterns, and monitoring.