Github — Grokking Artificial Intelligence Algorithms Pdf
Overview
- For repository maintainers and contributors
- "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville (2016)
- "Pattern Recognition and Machine Learning" by Christopher M. Bishop (2006)
Python Implementations: Simple, readable code for complex math. grokking artificial intelligence algorithms pdf github
1. Search Algorithms (The Foundation)
- Brute Force & BFS: How AI looks for the shortest path in a map.
- A-Star (A):* The secret sauce behind GPS navigation and video game NPCs.
- Minimax: How AI beats you at Tic-Tac-Toe and Chess.
- Accessible explanations: The authors have done an excellent job of explaining complex AI concepts in an intuitive and easy-to-understand manner.
- Practical code examples: The book provides numerous code examples in Python, which are available on GitHub. This allows readers to experiment with the algorithms and gain hands-on experience.
- Visualizations: The book includes many visual illustrations, which help to clarify the concepts and make the material more engaging.
