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Week | Topic | Material | Reading | Assignments |
---|---|---|---|---|
Week 1: Jan 17 - Jan 20 | Overview. Intro to machine learning. Python. | 01 Course Overview, 02 Matrices and Plotting, | Text: Sections 1.1-1.5. 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 | / |