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Grokking Artificial Intelligence Algorithms by Rishal Hurbans (2020, Trade Paperback)
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Rishal Hurbans is a technologist, startup and AI group founder, and international speaker. Mastering the core algorithms for search, image recognition, and other common tasks is essential to building good AI applications.
- Buy It NowGrokking Artificial Intelligence Algorithms by Rishal Hurbans, Paperback, 2020
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About this product
Product Identifiers
PublisherManning Publications Co. LLC
ISBN-10161729618X
ISBN-139781617296185
eBay Product ID (ePID)20038392625
Product Key Features
Number of Pages392 Pages
Publication NameGrokking Artificial Intelligence Algorithms
LanguageEnglish
SubjectProgramming / Algorithms, Intelligence (Ai) & Semantics, Neural Networks, General
Publication Year2020
TypeTextbook
AuthorRishal Hurbans
Subject AreaComputers, Science
FormatTrade Paperback
Dimensions
Item Height0.9 in
Item Weight26.1 Oz
Item Length9.2 in
Item Width7.4 in
Additional Product Features
Intended AudienceScholarly & Professional
LCCN2021-288429
Dewey Edition23
IllustratedYes
Dewey Decimal006.31
SynopsisGrokking 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, readers learn the concepts, terminology, and theory they need to effectively incorporate AI algorithms into their applications. Grokking Artificial Intelligence Algorithms uses simple language, jargon-busting explanations, and hand-drawn diagrams to open up complex algorithms. Don't worry if you aren't a calculus wunderkind; you'll need only the algebra you picked up in math class., AI is primed to revolutionize the way we build applications, offering exciting new ways to solve problems, uncover insights, innovate new products, and provide better user experiences. 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-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, readers learn the concepts, terminology, and theory they need to effectively incorporate AI algorithms into their applications. Grokking Artificial Intelligence Algorithms uses simple language, jargon-busting explanations, and hand-drawn diagrams to open up complex algorithms. Don't worry if you aren't a calculus wunderkind; you'll need only the algebra you picked up in math class. * Use cases for different AI algorithms * How to encode problems and solutions using data structures * Intelligent search for game playing * Ant colony algorithms for path finding * Evolutionary algorithms for optimization problems For software developers with high school-level algebra and calculus skills., "This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way." - David Jacobs, Product Advance Local Key Features Master the core algorithms of deep learning and AI Build an intuitive understanding of AI problems and solutions Written in simple language, with lots of illustrations and hands-on examples Creative coding exercises, including building a maze puzzle game and exploring drone optimization About The Book "Artificial intelligence" requires teaching a computer how to approach different types of problems in a systematic way. The core of AI is the algorithms that the system uses to do things like identifying objects in an image, interpreting the meaning of text, or looking for patterns in data to spot fraud and other anomalies. Mastering the core algorithms for search, image recognition, and other common tasks is essential to building good AI applications Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts.You'll explore coding challenges like detecting bank fraud, creating artistic masterpieces, and setting a self-driving car in motion. All you need is the algebra you remember from high school math class and beginning programming skills. What You Will Learn 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 This Book Is Written For For software developers with high school-level math 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
LC Classification NumberQ335.H87 2020
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