Название: Reinforcement Learning: Industrial Applications of Intelligent Agents, 1st Edition
Автор: Phil Winder, Ph.D.
Издательство: O'Reilly Media
Год: 2021
Страниц: 408
Язык: английский
Формат: pdf (true), epub
Размер: 18.8 MB, 10.1 MB

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to learn by reinforcementand enable a machine to learn by itself.

Название: Qiskit Pocket Guide: Quantum Development with Qiskit (Early Release)
Автор: James L. Weaver
Издательство: O’Reilly Media, Inc.
Год: 2021-08-13
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This pocket guide provides software developers with a quick reference to Qiskit, an open source SDK for working with quantum computers. Packed with helpful programming examples, tables, figures, and lists, this handy book helps you find the information you need to develop and debug quantum programs. Whether you're focused on business, engineering, or scientific applications, you'll learn how to choose and apply the appropriate Qiskit classes, methods, and functions. You'll also learn how to use the latest version of the Open Quantum Assembly Language, OpenQASM 3.0.

Название: Machine Learning
Автор: Zhi-Hua Zhou
Издательство: Springer
Год: 2021
Формат: True PDF
Страниц: 460
Размер: 10 Mb
Язык: English

Machine Learning, a vital and core area of artificial intelligence (AI), is propelling the AI field ever further and making it one of the most compelling areas of computer science research. This textbook offers a comprehensive and unbiased introduction to almost all aspects of machine learning, from the fundamentals to advanced topics.

Название: Build Location-Based Projects for iOS: GPS, Sensors, and Maps
Автор: Dominik Hauser
Издательство: Pragmatic Bookshelf
Год: 2020
Формат: True PDF, ePUB
Страниц: 153
Размер: 13 Mb, 10 Mb
Язык: English

Coding is awesome. So is being outside. With location-based iOS apps, you can combine the two for an enhanced outdoor experience. Use Swift to create your own apps that use GPS data, read sensor data from your iPhone, draw on maps, automate with geofences, and store augmented reality world maps. You'll have a great time without even noticing that you're learning. And even better, each of the projects is designed to be extended and eventually submitted to the App Store. Explore, share, and have fun.

Название: Genetic Algorithms in Elixir: Solve Problems Using Evolution
Автор: Sean Moriarity
Издательство: Pragmatic Bookshelf
Год: 2021
Формат: True PDF, ePUB
Страниц: 235
Размер: 17 Mb
Язык: English

From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. But you don't need an exotic new language or framework to get started; you can learn about genetic algorithms in a language you're already familiar with. Join us for an in-depth look at the algorithms, techniques, and methods that go into writing a genetic algorithm. From introductory problems to real-world applications, you'll learn the underlying principles of problem solving using genetic algorithms.

Название: Programming AWS Lambda: Build and Deploy Serverless Applications with Java
Автор: John Chapin, Mike Roberts
Издательство: O'Reilly Media;
Год: 2020
Формат: True PDF, ePUB
Страниц: 278
Размер: 12 Mb, 11 Mb
Язык: English

Serverless revolutionizes the way organizations build and deploy software. With this hands-on guide, Java engineers will learn how to use their experience in the new world of serverless computing. You’ll discover how this cloud computing execution model can drastically decrease the complexity in developing and operating applications while reducing costs and time to market.

Название: Building Cross-Platform Apps using Titanium, Alloy, and Appcelerator Cloud Services
Автор: Aaron Saunders
Издательство: Wiley
Год: 2021
Формат: PDF
Размер: 17 Мб
Язык: английский / English

Skip Objective-C and Java to get your app to market faster, using the skills you already have. Building Cross-Platform Apps using Titanium, Alloy, and Appcelerator Cloud Services shows you how to build cross-platform iOS and Android apps without learning Objective-C or Java. With detailed guidance given toward using the Titanium Mobile Platform and Appcelerator Cloud Services, you will quickly develop the skills to build real, native apps— not web apps—using existing HTML, CSS, and jаvascript know-how. This guide takes you step-by-step through the creation of a photo-sharing app that leverages the power of Appcelerator's cloud platform, and establishes fundamental concepts before adding advanced techniques. Coverage extends beyond the development process to include expert advice for deployment on the App Store or Google Play, and more.

Название: Decoding jаvascript: A Simple Guide for the Not-so-Simple jаvascript Concepts, Libraries, Tools, and Frameworks
Автор: Rushabh Mulraj Shah
Издательство: BPB Publications
Год: 2021
Формат: True ePUB
Страниц: 370
Размер: 10 Mb
Язык: English

Decoding jаvascript will take the users on an eventful journey of simplifying and understanding advanced concepts of jаvascript. Since jаvascript is the core programming language for almost every interaction on the web, this book will make it easier for readers to develop modern cutting-edge web applications.
The book begins with a quick recap of the fundamental jаvascript (JS) concepts like the syntax of JS, data types, operators, conditionals, looping, functions, arrays, objects, and so on. The readers will also explore the handy Chrome Developers' Tools.

Название: Python Data Visualization Essentials Guide
Автор: Kalilur Rahman
Издательство: BPB Publications
Год: 2021
Формат: True ePUB
Страниц: 366
Размер: 10 Mb
Язык: English

Data visualization plays a major role in solving data science challenges with various capabilities it offers. This book aims to equip you with a sound knowledge of Python in conjunction with the concepts you need to master to succeed as a data visualization expert.
The book starts with a brief introduction to the world of data visualization and talks about why it is important, the history of visualization, and the capabilities it offers. You will learn how to do simple Python-based visualization with examples with progressive complexity of key features. The book starts with Matplotlib and explores the power of data visualization with over 50 examples. It then explores the power of data visualization using one of the popular exploratory data analysis-oriented libraries, Pandas.

Название: Graph-Powered Machine Learning
Автор: Alessandro Negro
Издательство: Manning Publications
Год: 2021
Формат: True PDF
Страниц: 493
Размер: 26,2 Mb
Язык: English

At its core, machine learning is about efficiently identifying patterns and relationships in data. Many tasks, such as finding associations among terms so you can make accurate search recommendations or locating individuals within a social network who have similar interests, are naturally expressed as graphs.