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    Grokking Artificial Intelligence Algorithms. Rishal Hurbans

     

    Grokking Artificial Intelligence Algorithms

     


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    ISBN: 9781617296185 | 392 pages | 10 Mb
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    • 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

    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  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 Algorithms Video Edition [Video] - O'Reilly
    Sander Rossel, COAS Software Systems Grokking Algorithms is a fully illustrated, more complex concerns such as data compression and artificial intelligence. 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  Grokking Artificial Intelligence Algorithms: Understand and
    Grokking Artificial Intelligence Algorithms: Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Illustrated  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  rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms
    The official code repository supporting the book, Grokking Artificial Intelligence Algorithms - rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms. Grokking Artificial Intelligence Algorithms - Bookshop
    Grokking Artificial Intelligence Algorithms is a fully-illustrated and interactive tutorial guide to the different approaches and algorithms that  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  7 Swarm intelligence: Particles - Grokking Artificial Intelligence
    Understanding the inspiration for particle swarm intelligence algorithms; Understanding and solving optimization problems; Designing and implementing a  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 by - Booktopia
    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 : Rishal Hurbans
    Grokking Artificial Intelligence Algorithms by Rishal Hurbans, 9781617296185, available at Book Depository with free delivery worldwide.



     

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