Grokking Artificial Intelligence Algorithms: Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Illustrated Guide Including Exercises and Examples

by Rishal Hurbans

Grokking Artificial Intelligence Algorithms is a fully illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you'll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. And to make sure you truly grok as you go, you'll use each algorithm in practice with creative coding exercises - including building a maze puzzle game, performing diamond data analysis, and even exploring drone material optimization.

About the technology

Artificial intelligence touches every part of our lives. It powers our shopping and TV recommendations; it informs our medical diagnoses. Embracing this new world means mastering the core algorithms at the heart of AI.

About the book

Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts. All you need is the algebra you remember from high school math class. Explore coding challenges like detecting bank fraud, creating artistic masterpieces, and setting a self-driving car in motion.

What's



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 About the audience

For software developers with high school-level algebra and calculus skills.

About the author

Rishal Hurbans is a technologist, founder, and international speaker.

PLEASE When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.

Genres: Computer Science, Artificial Intelligence, Programming, Technology, Coding, Algorithms, Technical

Audible Audio

Published April 21, 2021

Reviews

[Ali · Rating 4 out of 5]

an algorithmic introduction to AI targeting developers new to the field. it starts slow with a breadth first survey, then digs deeper towards the end with practical examples. good for basics but ain’t no grokking AI without further reading and coding.

[Alex A. · Rating 5 out of 5]

Incredible material presented in a very unique and engaging manner. Initially expected a very different book, but absolutely glad I picked it up and read it. Learned a ton!

[Matt Eland · Rating 5 out of 5]

Very good broad introduction to artificial intelligence.

[SupportLGBTQ · Rating 1 out of 5]

The first part of the book about history is simply irrelevant to the topic.
The explanation of the algorithms and the examples are not very appealing.
There are much better books about AI out there, this one at best only serves a very basic intro.

[Dana Robinson · Rating 3 out of 5]

The description of the algorithms is too shallow to offer any real insight but offers too much detail for an overview.

[Suat Atan · Rating 5 out of 5]

Clear, concise, motivational book for ANN.

[Ivan Koma · Rating 3 out of 5]

Довольно размыто, краткий обзор главы в конце часто помогает

[Max Patiiuk · Rating 3 out of 5]

3+
Nice overview.

But, the audiobook version of this book is bad - the narrator skips over exercises, and there are a lot of visualizations in the book that aren't described in the audio.