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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

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Free ebook downloads for ipad mini Grokking Artificial Intelligence Algorithms 9781617296185 by Rishal Hurbans CHM FB2 MOBI (English literature)

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 AI Algorithms - Rishal Hurbans
Grokking AI Algorithms · 1. Intuition of artificial intelligence · 2. Search fundamentals · 3. Intelligent search · 4. Evolutionary algorithms · 5. Copyright · Grokking Artificial Intelligence Algorithms
Manning Publications Co. 20 Baldwin Road. PO Box 761. Shelter Island, NY 11964. Email: orders@manning.com. ©2020 by  6 Swarm Intelligence: Ants - Grokking Artificial Intelligence
Problems suited to be solved with swarm intelligence algorithms. Designing and implementing an Ant Colony Optimization algorithm. Get Grokking Artificial  ACCESS Grokking Artificial Intelligence Algorithms - Twitter
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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
The intuition of planning and searching. · Identifying problems suited to be solved using search algorithms. · Representing problem spaces in a way suitable to  Grokking Artificial Intelligence Algorithms : Approach (ai forum
Hi, What is the approach taken for explaining the AI algorithms and concepts ? Post by: Rishal Hurbans , Author. Nov 05, 2020  Grokking Artificial Intelligence Algorithms by Rishal Hurbans
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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 Intelligence
Understanding and designing fundamental search algorithms to solve problems. Get Grokking Artificial Intelligence Algorithms. add to cart. 2.1 What is Planning  1 Intuition of artificial intelligence - Grokking Artificial
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