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Grokking Artificial Intelligence Algorithms by Rishal Hurbans

Free online book download Grokking Artificial Intelligence Algorithms English version 9781617296185 by Rishal Hurbans MOBI PDF DJVU

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  • Grokking Artificial Intelligence Algorithms
  • Rishal Hurbans
  • Page: 392
  • Format: pdf, ePub, mobi, fb2
  • ISBN: 9781617296185
  • Publisher: Manning Publications Company

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Free online book download Grokking Artificial Intelligence Algorithms English version 9781617296185 by Rishal Hurbans MOBI PDF DJVU

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

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] 5 Advanced evolutionary approaches · Grokking Artificial
Considering options for the various steps in the genetic algorithm life cycle · Adjusting The book grokking-artificial-intelligence-algorithms could not be loaded. 1 Intuition of Artificial Intelligence - Grokking Artificial
Different problem types in computer science and AI, and their properties. Overview of the artificial intelligence algorithms discussed in this book. Real-world uses  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  RELATED MANNING TITLES - Grokking Artificial Intelligence
Grokking Algorithms. by Aditya Y. Bhargava. ISBN 9781617292231. 256 pages eBook: $35.99/Print book + eBook: $44.99. May 2016. Grokking Deep Learning. Grokking Artificial Intelligence Algorithms in Paperback by
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Grokking Artificial Intelligence Algorithms: Understand and apply the core algorithms of Deep Learning (Adaptive Computation and Machine Learning series). 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. rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms. 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  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  3 Intelligent Search - Grokking Artificial Intelligence Algorithms
Designing a search algorithm to play a two-player game. Get Grokking Artificial Intelligence Algorithms. add to cart. 3.1 Defining Heuristics – Designing educated  Amazon.in:Customer reviews: Grokking Artificial Intelligence
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From start to finish, the best book to help you learn AI algorithms and recall why and how you use them. Linda Ristevski, York Region District School Board 

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