CS50's Introduction to AI with Python
Harvard's complete course on Artificial Intelligence fundamentals
🎓 Harvard University • CS50 20208
Lectures
~14hrs
Total Duration
2M+
Total Views
Free
Course Cost
| Lecture | Topic | Duration | Watch |
|---|---|---|---|
| 0 Introduction | Course overview, AI concepts, Python setup | 1:53 |
|
| 1 Search | Search problems, algorithms, DFS, BFS, A*, adversarial search | 1:49:30 |
|
| 2 Knowledge | Knowledge-based agents, propositional logic, inference | 1:47:44 |
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| 3 Uncertainty | Probability, Bayes' Rule, Bayesian networks, sampling | 1:54:30 |
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| 4 Optimization | Optimization problems, local search, linear programming | 1:44:45 |
|
| 5 Learning | Machine learning, supervised learning, reinforcement learning | 1:45:49 |
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| 6 Neural Networks | Neural networks, deep learning, computer vision, TensorFlow | 1:41:20 |
|
| 7 Language | Natural language processing, syntax, semantics, transformers | 1:54:52 |
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