Intro to Artificial Intelligence
Foundations of AI: ML, CV, NLP, probabilistic reasoning, and planning.
Level: Intermediate
⭐ 4.7 (76 reviews) Updated: May 15, 2025
Overview
Foundations of AI: ML, CV, NLP, probabilistic reasoning, and planning.
Syllabus
- Welcome to AI
- Problem Solving
- Probability in AI
- Probabilistic Inference
- Machine Learning
- Unsupervised Learning
- Representation with Logic
- Planning
- Planning under Uncertainty
- Reinforcement Learning
- HMMs and Filters
- MDP Review
- Games
- Game Theory
- Advanced Planning
- Computer Vision I/II/III
- Robotics I/II
- NLP I/II
- What’s Next
Instructors
- • Peter Norvig
- • Sebastian Thrun
Prerequisites
- 0 prerequisites
- Written and spoken English