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
Google book search downloader Grokking Artificial Intelligence Algorithms by Rishal Hurbans
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
8 Machine learning · Grokking Artificial Intelligence Algorithms
Solving problems with machine learning algorithms · Grasping a machine learning life cycle, preparing data, and selecting algorithms · Understanding and
Grokking Artificial Intelligence Algorithms - Manning
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 | Book by Rishal
Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts.You'll explore coding
Grokking Artificial Intelligence Algorithms | LaptrinhX
Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that
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]
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
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