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Grokking Artificial Intelligence Algorithms. Rishal Hurbans

Grokking-Artificial-Intelligence.pdf
ISBN: 9781617296185 | 392 pages | 10 Mb

• Grokking Artificial Intelligence Algorithms
• Rishal Hurbans
• Page: 392
• Format: pdf, ePub, fb2, mobi
• ISBN: 9781617296185
• Publisher: Manning Publications Company

Free it book download Grokking Artificial Intelligence Algorithms 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

4 Evolutionary Algorithms - Grokking Artificial Intelligence
The parameters for configuring a genetic algorithm lifecycle based on different scenarios, problems, and data sets. Get Grokking Artificial Intelligence Algorithms. Buy Grokking Artificial Intelligence Algorithms by Rishal
Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that  2 Search Fundamentals - Grokking Artificial Intelligence
search algorithms. Understanding and designing fundamental search algorithms to solve problems. Get Grokking Artificial Intelligence Algorithms. add to cart  Grokking Artificial Intelligence with Rishal Hurbans – HumAIn
The term 'grokking' means gaining a deeper understanding about something through intuition. Artificial intelligence applications use algorithms  Grokking Artificial Intelligence Algorithms |
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The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms. 4 Evolutionary algorithms - Grokking Artificial - O'Reilly
Understanding the life cycle of a genetic algorithm Designing and developing a genetic algorithm … - Selection from Grokking Artificial Intelligence Algorithms  RELATED MANNING TITLES - Grokking Artificial - O'Reilly
256 pages eBook: $35.99/Print book + eBook: $44.99 May 2016 Grokking Deep Learning … - Selection from Grokking Artificial Intelligence Algorithms [Book] 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  1 Intuition of artificial intelligence - Grokking Artificial
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Definition of AI as we know it; Intuition of concepts that are applicable to AI; Problem types in computer science Get Grokking Artificial Intelligence Algorithms. 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, 

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