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Table of Contents

Schedule

Announcements

January

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
Sections 4.1-4.2, 4.6-4.9, 5.8-5.9 /
schedule.1481727237.txt.gz · Last modified: 2016/12/14 07:53 by anderson