User Tools

Site Tools


schedule

This is an old revision of the document!


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 A1 Linear Regression due Friday, January 29th at 10:00 PM. Download and unzip A1 Grader.zip
Here are five examples of good solutions: A1a, A1b, A1c, A1d, A1e
schedule.1481727168.txt.gz · Last modified: 2016/12/14 07:52 by anderson