Lecture Notes

Lecture 1: Introduction, Mar 10, 2020
Lecture 2: Regression, Mar 31, 2020 (Video)
Lecture 3: Jargon, notation, vocabulary, Apr 21, 2020 (Video)
Lecture 4: Neural Networks for Regression, Apr 28, 2020 (Video)
Lecture 5: Classification, May 5, 2020 (Video)
Lecture 6: Bayesian Stats + PCA, May 19, 2020 (Video)
Lecture 7: Advanced Neural Networks, May 26, 2020 (Video)
Lecture 8: Clustering, Jun 2, 2020 (Video)
Lecture 9: ML Pipeline, Jun 9, 2020 (Video)
Lecture 10: Ethical Considerations, Jun 16, 2020 (Video)