Grokking Artificial Intelligence Algorithms by Rishal Hurbans
- Grokking Artificial Intelligence Algorithms
- Rishal Hurbans
- Page: 392
- Format: pdf, ePub, mobi, fb2
- ISBN: 9781617296185
- Publisher: Manning Publications Company
Grokking Artificial Intelligence Algorithms
Free downloadable ebook Grokking Artificial Intelligence Algorithms (English Edition) 9781617296185
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. Summary 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. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. 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 inside 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 reader For software developers with high school–level algebra and calculus 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: Understand and
Buy the Paperback Book Grokking Artificial Intelligence Algorithms: Understand and apply the core algorithms of deep learn by Rishal
1 Intuition of Artificial Intelligence - liveBook · Manning
Different problem types in computer science and AI, and their properties. Overview of the artificial intelligence algorithms discussed in this book. Real-world uses
2 Search fundamentals - Grokking Artificial - O'Reilly
to be solved using search algorithms Representing problem spaces in a way suitable to be … - Selection from Grokking Artificial Intelligence Algorithms [Book]
Grokking Artificial Intelligence Algorithms - Free Download
Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in
Grokking Artificial Intelligence Algorithms by Rishal - WHSmith
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Grokking AI Algorithms - Rishal Hurbans
Grokking AI Algorithms · 1. Intuition of artificial intelligence · 2. Search fundamentals · 3. Intelligent search · 4. Evolutionary algorithms · 5.
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The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms.
RELATED MANNING TITLES - Grokking Artificial Intelligence
Grokking Algorithms. by Aditya Y. Bhargava. ISBN 9781617292231. 256 pages eBook: $35.99/Print book + eBook: $44.99. May 2016. Grokking Deep Learning.
3 Intelligent Search - Grokking Artificial Intelligence Algorithms
Designing a search algorithm to play a two-player game. Get Grokking Artificial Intelligence Algorithms. add to cart. 3.1 Defining Heuristics – Designing educated
Our AI intentions with Rishal Hurbans - The Machine Ethics
This month I'm talking to the lovely Rishal Hurbans about the AI scene in South Africa, ethics as an important part of the intro to the book Grokking AI Algorithms,
5 Advanced Evolutionary Approaches - Grokking Artificial
Note: The chapter on Evolutionary Algorithms is a prerequisite to this chapter. Get Grokking Artificial Intelligence Algorithms. add to cart. 5.1 Evolutionary Algorithm
7 Swarm intelligence: Particles - Grokking Artificial Intelligence
Understanding the inspiration for particle swarm intelligence algorithms; Understanding and solving optimization problems; Designing and implementing a
Grokking-Artificial-Intelligence-Algorithms/README.md at
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms.
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