Grokking Artificial Intelligence Algorithms.Rishal Hurbans
Grokking-Artificial.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
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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
brief contents - Grokking Artificial Intelligence Algorithms
4 Evolutionary Algorithms. 5 Advanced Evolutionary Approaches. 6 Swarm Intelligence: Ants. 7 Swarm Intelligence: Particles. 8 Machine Learning. 9 Artificial Grokking Artificial Intelligence Algorithms | Book by Rishal
Grokking Artificial Intelligence Algorithms by Rishal Hurbans - ”This book takes an impossibly broad area of computer science and communicates what working Grokking Artificial Intelligence Algorithms - Rishal - Bokus
Successful AI is based on a set of core algorithms that form a base of knowledge shared by all data scientists. Grokking Artificial Intelligence Algorithms is a fully- Grokking Artificial Intelligence Algorithms: Books - Amazon.com
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The term 'grokking' means gaining a deeper understanding about something through intuition. Artificial intelligence applications use algorithms Pull requests · rishal-hurbans/Grokking-Artificial-Intelligence
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms. 3 Intelligent search - Grokking Artificial Intelligence Algorithms
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Grokking Artificial Intelligence Algorithms: Understand and apply the core algorithms of Deep Learning (Adaptive Computation and Machine Learning series). Grokking Artificial Intelligence Algorithms - 己思
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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