Grokking Artificial Intelligence Algorithms
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.
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
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