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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 audio books download uk Grokking Artificial Intelligence Algorithms in English PDB MOBI RTF

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 - liveBook · Manning
Grokking Artificial Intelligence Algorithms. Rishal Hurbans. To comment go to liveBook. Manning. Shelter Island. For more information on this and other Manning  7 Swarm intelligence: Particles - Grokking Artificial Intelligence
Understanding the inspiration for particle swarm intelligence algorithms; Understanding Designing and implementing a particle swarm optimization algorithm  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  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  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. Grokking Artificial Intelligence Algorithms by Rishal Hurbans
Successful AI is based on a set of core algorithms that form a base of knowledge shared by all data scientists. Grokking Artificial Intelligence  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  Grokking Artificial Intelligence Algorithms - Goodreads
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Hi, What is the approach taken for explaining the AI algorithms and concepts ? Post by: Rishal Hurbans , Author. Nov 05, 2020  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  6 Swarm intelligence: Ants - Grokking Artificial - O'Reilly
intelligence algorithms Designing and implementing an ant colony optimization algorithm What … - Selection from Grokking Artificial Intelligence Algorithms  Copyright · Grokking Artificial Intelligence Algorithms
Manning Publications Co. 20 Baldwin Road. PO Box 761. Shelter Island, NY 11964. Email: orders@manning.com. ©2020 by  Pull requests · rishal-hurbans/Grokking-Artificial-Intelligence
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms. Grokking Artificial Intelligence Algorithms - Rishal Hurbans
Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that 

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