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Название: Hands-On Machine Learning Recommender Systems with Apache Spark: Build a real Artificial Intelligence solution with real data
Автор: Ernesto Lee
Издательство: Consultants Network
Год: 2020
Страниц: 118
Язык: английский
Формат: pdf, epub
Размер: 12.1 MB

This book is intended to provide an introduction to recommender systems using Apache Spark and Machine Learning. Before we begin with recommender systems using Apache Spark, we define Big Data and Machine Learning. We then dive directly into our use case of building a recommender system with Apache Spark and Machine Learning by showing you how to build a recommender system - step by step. Apache Spark is an open source, fast and unified parallel large-scale data processing engine. It provides a framework for programming through distributed processing of large datasets at high speed. Spark supports most of the popular programming languages such as Java, Python, Scala and R. Spark is scalable, meaning, it can run on a single desktop machine or a laptop to a cluster of thousands of servers.

Название: Python Machine Learning for Beginners: The First Step-by-Step Guide for Beginners to Programming and Deep Learning with Python. Data Science, Artificial Intelligence Using Scikit-Learn
Автор: Andrew Johnson
Издательство: Amazon.com Services LLC
Год: 2019
Страниц: 433
Язык: английский
Формат: pdf, azw3, epub
Размер: 10.3 MB

Pуthоn іѕ a hіgh-lеvеl ѕсrірtіng lаnguаgе. It іѕ easy tо learn аnd powerful thаn other lаnguаgеѕ bесаuѕе оf іtѕ dуnаmіс nаturе аnd ѕіmрlе ѕуntаx whісh allow small lines of code. Inсludеd indentation аnd object-oriented funсtіоnаl programming make іt ѕіmрlе. Suсh advantages of Pуthоn mаkеѕ it different from оthеr lаnguаgеѕ аnd that's whу Python іѕ рrеfеrrеd fоr dеvеlорmеnt in соmраnіеѕ mоѕtlу. In іnduѕtrіеѕ, machine learning uѕіng руthоn hаѕ bесоmе рорulаr. Thіѕ is bесаuѕе it hаѕ ѕtаndаrd libraries whісh are uѕеd fоr ѕсіеntіfіс аnd numеrісаl calculations. Alѕо, іt саn be operated оn Linux, Windows, Mас OS аnd UNIX. Lіbrаrіеѕ аrе аblе tо support mаnу ореrаtіоnѕ like Data Sсrаріng, NLP and оthеr аррlісаtіоnѕ оf Mасhіnе Learning. Duе tо such advantages аnd uѕеѕ, ѕtudеntѕ are рrеfеrrіng Pуthоn рrоgrаmmіng tutоrіаl rather thаn other lаnguаgеѕ.

Название: RESTful Web Microservices Cookbook (Early Release)
Автор: Mike Amundsen
Издательство: O’Reilly Media
Год: 2021-12-16: Third Release
Формат: ePUB
Страниц: 275
Размер: 10 Mb
Язык: English

Many organizations today orchestrate and maintain apps that rely on other people's services. Software designers, developers, and architects in those companies often work to coordinate and maintain apps based on existing microservices, including third-party services that run outside their ecosystem. This cookbook provides proven recipes to help you get those many disparate parts to work together in your network.

Название: Modern Asynchronous jаvascript: Tackle Complex Async Tasks with Less Code
Автор: Faraz K. Kelhini
Издательство: Pragmatic Bookshelf
Год: December 2, 2021 (Version: P1.0)
Страниц: 112
Язык: английский
Формат: pdf, epub
Размер: 10.15 MB

jаvascript today must interact with data-intensive APIs and networks. The solution is a program that can work asynchronously instead of finishing tasks in order. In modern jаvascript, instead of callbacks you'll use promises to improve your application's performance and responsiveness. jаvascript features introduced in ES2020, ES2021, and ESNext like Promise.allSettled(), Promise.any(), and top-level await help you develop small, fast, low-profile applications. With the AbortController API, cancel a pending async request before it has completed. Modern Asynchronous jаvascript gives you an arsenal of tools to build programs that always respond to user requests, recover quickly from difficult conditions, and deliver maximum performance.

Название: Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning
Автор: Uday Kamath, John Liu
Издательство: Springer
Год: 2021
Формат: PDF
Страниц: 328
Размер: 11,6 Mb
Язык: English

This book is written both for readers entering the field, and for practitioners with a background in AI and an interest in developing real-world applications. The book is a great resource for practitioners and researchers in both industry and academia, and the discussed case studies and associated material can serve as inspiration for a variety of projects and hands-on assignments in a classroom setting. I will certainly keep this book as a personal resource for the courses I teach, and strongly recommend it to my students.

Название: Java Testing with Spock
автор: Konstantinos Kapelonis
Издательство: Manning Publications
Страниц: 304
Год: 2016
ISBN: 978-1617292538
Формат: MOBI/EPUB/PDF
Размер: 12 MB
Язык: Английский

Java Testing with Spock teaches you how to use Spock for a wide range of testing use cases in Java. You'll start with a quick overview of Spock and work through writing unit tests using the Groovy language. You'll discover best practices for test design as you learn to write mocks, implement integration tests, use Spock's built-in BDD testing tools, and do functional web testing using Geb. Readers new to Groovy will appreciate the succinct language tutorial in chapter 2 that gives you just enough Groovy to use Spock effectively.

Название: Software Design Patterns for Java Developers: Expert-led Approaches to Build Re-usable Software and Enterprise Applications
Автор: Lalit Mehra
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 631
Размер: 24,3 Mb
Язык: English

Practice Design Patterns to Enrich and Streamline Software Development
Key Features
Classify design patterns into three broad categories.
Deep dive into design patterns with individual chapters covering them in detail.
Understand design patterns to fast track and streamline the development effort.

Название: Android Animations by Tutorials (1st Edition)
Автор: Filip Babić, Prateek Prasad, Alex Sullivan
Издательство: Razeware LLC
Год: 2021
Страниц: 211
Язык: английский
Формат: pdf (true)
Размер: 93.9 MB

A book about adding meaningful motion to your Android apps that covers a wide variety of APIs available in the Android SDK. This is a book about creating meaningful motion through animation in Android for developers who are familiar with the platform but want to create more visually stunning apps. Starting with simple view animations, this book will move through transition animations including shared element animations, list animations, gestures and scrolling. It ends with a taste of using animations in Jetpack Compose.

Название: Modern Concurrency in Swift (1st Edition)
Автор: Marin Todorov
Издательство: Razeware LLC
Год: 2021 (v1.0.1)
Страниц: 263
Язык: английский
Формат: pdf (true), epub
Размер: 49.8 MB

Master Swift’s new concurrency model! For years, writing powerful and safe concurrent apps with Swift could easily turn into a daunting task, full of race conditions and unexplained crashes hidden in a massive nesting of callback closures. In Swift 5.5, Apple introduced a new concurrency model featuring the async/await syntax, to let you write asynchronous code that reads like synchronous code. But like any new feature, here be dragons! So how will you achieve the much-desired mastery of Modern Swift Concurrency?

Название: Flutter Apprentice (2nd Edition)
Автор: Mike Katz, Kevin D. Moore, Vincent Ngo, Vincenzo Guzzi
Издательство: Razeware LLC
Год: 2021 (v2.0.1)
Страниц: 665
Язык: английский
Формат: pdf (true)
Размер: 168.8 MB

Build for both iOS and Android with Flutter! Flutter is a new and exciting software development toolkit that lets you target multiple platforms at once, so you can build apps for iOS, Android and even web and desktop, all from a single codebase. Similar to modern web technologies, Flutter uses a declarative approach to UI development. You can take advantage of “hot reload” of new code while developing, and your apps will perform at native speed thanks to Flutter’s custom rendering engine.