Apr 1: Administrivia and Course Overview. Slides
Apr 3: A Geometric View of Linear Algebra. Notes
Apr 5: – contd. –
Apr 8: Classification: Nearest Neighbors. Notes
The Statistical Learning Framework. Notes
Apr 10: Nearest Neighbors Notes
Apr 12: - contd. -
Apr 15: Guest Lecture by Sanjoy Dasgupta. Decision Trees. Notes
Apr 17: - contd. -
Apr 19: - contd. -
Apr 22: - contd. -
Apr 24: - contd. -
Apr 26: Perceptron. Notes
Apr 29: - contd. -
May 1: - contd. -
May 3: - contd. -
May 6: Finished Perceptron. Kernels. Notes
May 8: - contd. -
May 10: - contd. -
May 13: - contd. -
May 15: - contd. -
May 17: Finish Kernels. Start Bias and Variance Notes
May 20: - contd. -
May 22: Finish Bias and Variance. Start Ensemble Learning Notes
May 24: - contd. -
May 27: Memorial Day. No class.
May 29: Finish Ensemble Learning. Start Viola-Jones Slides
May 31: Some tips for Practical ML Slides
June 3: - contd. -
June 5: Data privacy Slides