This book contains the latest computational intelligence methodologies and applications. This book is a collection of selected papers presented at International Conference on Sustainable Computing and Intelligent Systems (SCIS 2021), held in Jaipur, India, during February 5–6, 2021. It includes novel and innovative work from experts, practitioners, scientists, and decision-makers from academia and industry. It covers selected papers in the area of artificial intelligence and intelligent systems, intelligent business systems, machine intelligence, computer vision, Web intelligence, big data analytics, swarm intelligence, and related topics.

Principles and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning models. Deep Learning techniques are introduced through theory, comprehensively illustrated, explained through the TensorFlow source code examples, and analyzed through the visualization of results. The structured methods and labs provided by Dr. Huang and Dr. Le enable readers to become proficient in TensorFlow to build deep Convolutional Neural Networks (CNNs) through custom APIs, high-level Keras APIs, Keras Applications, and TensorFlow Hub.  Each chapter has one corresponding Lab with step-by-step instruction to help the reader practice and accomplish a specific learning outcome.

The past decade has witnessed extraordinary advances in artificial intelligence. But what precisely is it and where does its future lie?

In this brilliant, one-stop guide WIRED journalist Matt Burgess explains everything you need to know about AI. He describes how it works. He looks at the ways in which it has already brought us everything from voice recognition software to self-driving cars, and explores its potential for further revolutionary change in almost every area of our daily lives.

Improve the user experience for your Rails app with rich, engaging client-side interactions. Learn to use the Rails 6 tools and simplify the complex jаvascript ecosystem. It's easier than ever to build user interactions with the Webpacker gem and Stimulus. You can add great front-end flair without much extra complication. Add React to build an even more extensive set of client-side features. Structure your code for different levels of client-side needs with these powerful options. Add to your toolkit today!

Design and develop sophisticated 2D games that are as much fun to make as they are to play. From particle effects and pathfinding to social integration and monetization, this complete tour of Apple's powerful suite of game technologies covers it all. Familiar with Swift but new to game development? No problem. Start with the basics and then layer in the complexity as you work your way through three exciting - and fully playable - games. In the end, you'll know everything you need to go off and create your own video game masterpiece for any Apple platform.

Rust is an exciting new programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters - and what better way to learn than by making games. Each chapter in this book presents hands-on, practical projects ranging from "Hello, World" to building a full dungeon crawler game. With this book, you'll learn game development skills applicable to other engines, including Unity and Unreal.

Start building native Android apps the modern way in Kotlin with Jetpack's expansive set of tools, libraries, and best practices. Learn how to create efficient, resilient views with Fragments and share data between the views with ViewModels. Use Room to persist valuable data quickly, and avoid NullPointerExceptions and Java's verbose expressions with Kotlin. You can even handle asynchronous web service calls elegantly with Kotlin coroutines. Achieve all of this and much more while building two full-featured apps, following detailed, step-by-step instructions.With Kotlin and Jetpack, Android development is now smoother and more enjoyable than ever before. 

Blockchain аnаlуѕіѕ hаѕ еmеrgеd аѕ a big buѕіnеѕѕ оvеr thе раѕt fеw уеаrѕ. Thе U.S. Gоvеrnmеnt reportedly spent $6 mіllіоn to саrrу оut blосkсhаіn analysis activities. Thе соmраnіеѕ providing blockchain аnаlуѕіѕ асtіvіtіеѕ are аlѕо ѕееіng а lоt оf trасtіоn tоdау. Prіvаtе blосkсhаіn аnаlуѕіѕ соmраnіеѕ hаvе rаіѕеd tоtаl fundіng of $80 mіllіоn tіll dаtе. Tо undеrѕtаnd thе drivers оf thіѕ саріtаl inflow, wе must understand what blосkсhаіn аnаlуѕіѕ іѕ.

This book contains MONGODB BASICS AND PYTHON coding exercises for beginners. It's useful Job interviews and college examinations. This book only for absolute beginners.

As per students request, I started this series of Books. This is your own lab record. Exercises are given on each concept. Output is written at the end of each exercise, so that you can write the code to align with that output. A good programmer first understands what is output or How output is supposed to be. This workbook helps you to practice that skill - that is writing programs from output. Keep practicing and Enjoy.