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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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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 - 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 
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3 Intelligent search - Grokking Artificial Intelligence Algorithms
Another example is writing algorithms to solve a GPS routing problem. The heuristic may be “Good paths minimize time in traffic and minimize distance traveled” or 
Grokking AI Algorithms - Rishal Hurbans
Grokking AI Algorithms · 1. Intuition of artificial intelligence · 2. Search fundamentals · 3. Intelligent search · 4. Evolutionary algorithms · 5.
Manning | Grokking Machine Learning - Manning Publications
Machine learning is a collection of mathematically-based techniques and algorithms that enable computers to identify patterns and generate predictions from 
Grokking Artificial Intelligence Algorithms - Goodreads
Grokking Artificial Intelligence Algorithms: Understand and apply the core algorithms of deep learning and artificial intelligence in this friendly illustrated guide 
9 Artificial neural networks - Grokking Artificial Intelligence
that can be solved with artificial neural networks Understanding and implementing forward … - Selection from Grokking Artificial Intelligence Algorithms [Book]
7 Swarm intelligence: Particles - Grokking Artificial Intelligence
Understanding the inspiration for particle swarm intelligence algorithms; Understanding Designing and implementing a particle swarm optimization algorithm 

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