Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2025
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What you'll learn
This course includes
- 24.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 20 lessons • 24.5 hours of video
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2025
20 lessons
• 24.5 hours
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2025
20 lessons
• 24.5 hours
- Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations 01:06:27
- Stanford CS221 | Autumn 2025 | Lecture 2: Learning I 01:12:31
- Stanford CS221 | Autumn 2025 | Lecture 3: Learning II 01:12:48
- Stanford CS221 | Autumn 2025 | Lecture 4: Learning III 01:11:46
- Stanford CS221 | Autumn 2025 | Lecture 5: Search I 01:21:44
- Stanford CS221 | Autumn 2025 | Lecture 6: Search II 01:19:52
- Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes 01:20:20
- Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning 01:18:15
- Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient 01:14:02
- Stanford CS221 | Autumn 2025 | Lecture 10: Games I 01:13:25
- Stanford CS221 | Autumn 2025 | Lecture 11: Games II 01:13:48
- Stanford CS221 | Autumn 2025 | Lecture 12: Bayesian Networks I 01:17:36
- Stanford CS221 | Autumn 2025 | Lecture 13: Bayesian Networks and Gibbs Sampling 01:15:54
- Stanford CS221 | Autumn 2025 | Lecture 14: Bayesian Networks and Learning 01:20:30
- Stanford CS221 | Autumn 2025 | Lecture 15: Logic I 01:13:26
- Stanford CS221 | Autumn 2025 | Lecture 16: Logic II 01:15:47
- Stanford CS221 | Autumn 2025 | Lecture 17: Language Models 01:19:46
- Stanford CS221 | Autumn 2025 | Lecture 18: AI & Society 01:12:10
- Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains 01:14:36
- Stanford CS221 | Autumn 2025 | Lecture 20: Fireside Chat, Conclusion 58:49
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