Overview of Topics
AI Intro - ECS170-AI-Intro
- Class intro
- Agents
Search - ECS170-Search
- Uninformed
- Informed
- Games and Adversarial Search
- Non-classical
Constraint Satisfaction - ECS170-Constraint-Satisfaction
Logic - ECS170-Logic
- Propositional
- First Order
Probability - ECS170-Probability
- Probabilistic agents
- Naive Bayes
- Bayesian Networks
- Hidden Markov Models
Machine Learning - ECS170-Machine-Learning
- Machine Learning
- Neural Networks and Transformers
- Large Language Models