Grokking Artificial Intelligence Algorithms

Grokking Artificial Intelligence Algorithms
Author :
Publisher : Simon and Schuster
Total Pages : 392
Release :
ISBN-10 : 9781638355687
ISBN-13 : 1638355681
Rating : 4/5 (87 Downloads)

Book Synopsis Grokking Artificial Intelligence Algorithms by : Rishal Hurbans

Download or read book Grokking Artificial Intelligence Algorithms written by Rishal Hurbans and published by Simon and Schuster. This book was released on 2020-07-20 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: "From start to finish, the best book to help you learn AI algorithms and recall why and how you use them." - Linda Ristevski, York Region District School Board ”This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way.” - David Jacobs, Product Advance Local Key Features Master the core algorithms of deep learning and AI Build an intuitive understanding of AI problems and solutions Written in simple language, with lots of illustrations and hands-on examples Creative coding exercises, including building a maze puzzle game and exploring drone optimization About The Book “Artificial intelligence” requires teaching a computer how to approach different types of problems in a systematic way. The core of AI is the algorithms that the system uses to do things like identifying objects in an image, interpreting the meaning of text, or looking for patterns in data to spot fraud and other anomalies. Mastering the core algorithms for search, image recognition, and other common tasks is essential to building good AI applications Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts.You’ll explore coding challenges like detect­ing bank fraud, creating artistic masterpieces, and setting a self-driving car in motion. All you need is the algebra you remember from high school math class and beginning programming skills. What You Will Learn Use cases for different AI algorithms Intelligent search for decision making Biologically inspired algorithms Machine learning and neural networks Reinforcement learning to build a better robot This Book Is Written For For software developers with high school–level math skills. About the Author Rishal Hurbans is a technologist, startup and AI group founder, and international speaker. Table of Contents 1 Intuition of artificial intelligence 2 Search fundamentals 3 Intelligent search 4 Evolutionary algorithms 5 Advanced evolutionary approaches 6 Swarm intelligence: Ants 7 Swarm intelligence: Particles 8 Machine learning 9 Artificial neural networks 10 Reinforcement learning with Q-learning


Grokking Artificial Intelligence Algorithms Related Books

Grokking Artificial Intelligence Algorithms
Language: en
Pages: 392
Authors: Rishal Hurbans
Categories: Computers
Type: BOOK - Published: 2020-07-20 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

"From start to finish, the best book to help you learn AI algorithms and recall why and how you use them." - Linda Ristevski, York Region District School Board
Grokking Artificial Intelligence Algorithms
Language: en
Pages: 390
Authors: Rishal Hurbans
Categories: Computers
Type: BOOK - Published: 2020-09-01 - Publisher: Manning Publications

DOWNLOAD EBOOK

Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. W
Grokking Machine Learning
Language: en
Pages: 510
Authors: Luis Serrano
Categories: Computers
Type: BOOK - Published: 2021-12-14 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

Grokking Machine Learning presents machine learning algorithms and techniques in a way that anyone can understand. This book skips the confused academic jargon
Grokking Deep Learning
Language: en
Pages: 475
Authors: Andrew W. Trask
Categories: Computers
Type: BOOK - Published: 2019-01-23 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Tras
Grokking Algorithms
Language: en
Pages: 354
Authors: Aditya Bhargava
Categories: Computers
Type: BOOK - Published: 2016-05-12 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software Systems Grokking Algorithms is a fully illustrated, friendly guide t