Grokking AI Algorithms, Second Edition teaches the theory behind AI with beautifully simple illustrations, step-by-step pseudocode, and intuitive explanations that make the math simple. You’ll build a clear mental model of how different AI approaches fit together, then implement them with minimal code and maximum insight. Finally, you’ll apply what you learn through engaging, end-to-end projects like finding your way through a maze with search algorithms, evolving knapsack solutions with genetic algorithms, teaching an agent to park itself with reinforcement learning, and exploring how LLMs and diffusion models power text and image generation.
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.