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
| Format |
Häftad |
| Omfång |
392 sidor |
| Språk |
Engelska |
| Förlag |
Manning Publications |
| Utgivningsdatum |
2020-08-24 |
| ISBN |
9781617296185 |
