This is an old revision of the document!
Here is a link to all of our lecture video recordings.
Week | Topic | Material | Reading | Assignments |
---|---|---|---|---|
Week 1: Jan 17 - Jan 20 | Overview. Intro to machine learning. Python. | 01 Course Overview, 02 Matrices and Plotting, | The Great A.I. Awakening, by Gideon Lewis-Krause, NYT, Dec 14, 2016. Section 1 of Scipy Lecture Notes | |
Week 2: Jan 23 - Jan 27 | Probability distributions and regression. | 03 Linear Regression, 04 Gaussian Distributions, 05 Fitting Gaussians, 06 Probabilistic Linear Regression | A1 Linear Regression due Friday, January 27th at 10:00 PM. |