Grokking Artificial Intelligence Algorithms

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. Dont worry if you arent a calculus wunderkind; youll 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