Spring 2019: TA for CS 189 (Introduction to Machine Learning)
Fall 2018, Spring 2019: Impact of AI DeCal
- Week 1: A Brief History of AI
- Week 2: A Survey of Modern ML
- Week 3: The Data Revolution
- Week 4: A World of Pure Automation
- Week 5: The Self-Driving Cars of Today
- Week 6: Optical Illusions for Neural Networks
- Week 7: Artificially Generated Data
- Week 8: Bias in AI
- Week 9: Artificial General Intelligence
- Week 10: Human-Compatible AI
Leveraging Human Input for Self-Driving Cars
- Slides from a lecture I gave as part of Machine Learning @ Berkeley's Self-Driving Car DeCal.
Intro to Reinforcement Learning
- Slides from a lecture I gave as part of Machine Learning @ Berkeley's New Member Education Program.
Intro to AI Safety
- Slides from a lecture I gave as part of Machine Learning @ Berkeley's Machine Learning DeCal.
Information Theory for Deep Latent Variable Models
- Slides from a reading group presentation I gave for Machine Learning @ Berkeley.