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schedule-v1

Schedule

Announcements

Lecture videos are available at this CS445 video recordings site.

January

Week Topic Material Reading Assignments
Week 1:
Jan 16 - Jan 19
Overview. Intro to machine learning. Python. 01 Course Overview
02 Matrices and Plotting
From Python to Numpy, Chapters 1 - 2
Deep Learning, Chapters 1 - 5.1.4
Week 2:
Jan 22 - Jan 26
Fitting linear models to data as a direct matrix calculation, and incrementally using stochastic gradient descent (SGD) 03 Linear Regression
04 Linear Regression Using Stochastic Gradient Descent (SGD)
Week 3:
Jan 29 - Feb 2
A1 Linear Regression due Tuesday, January 30, 10:00 PM

February

Week Topic Material Reading Assignments
Week 4:
Feb 5 - Feb 9
Week 5:
Feb 12 - Feb 16
Week 6:
Feb 19 - Feb 23
Week 7:
Feb 26 - Mar 2

March

Week Topic Material Reading Assignments
Week 8:
Mar 5 - Mar 9
Mar 12 - Mar 16 Spring Break
Week 9:
Mar 19 - Mar 23
Week 10:
Mar 26 - Mar 30

April

Week Topic Material Reading Assignments
Week 11:
Apr 2 - Apr 6
Week 12:
Apr 9 - Apr 13
Week 13:
Apr 16 - Apr 20
Week 14:
Apr 23 - Apr 27

May

Week Topic Material Reading Assignments
Week 15:
Apr 30 - May 4
May 7 - May 10 Final Exams
schedule-v1.txt · Last modified: 2018/01/21 15:19 (external edit)