Welcome to CS 489: Machine Learning

Print Schedule

CS 489 -- Schedule (Spring 2017)

Tentative - subject to change as course progresses

Date Description Weeks
2/8/2017, 2/10/2017Introduction and machine learning basicsWeek 1
2/13/2017, 2/15/2017, 2/17/2017Mathematics background, Bayesian decision theory and Naive Bayesian learningWeek 2
2/20/2017, 2/22/2017, 2/24/2017Probablistic theory applications on a murder mystery, and Bayesian networks
No classes, President's Day on 2/20
Week 3
2/27/2017, 3/01/2017, 3/03/2017EM algorithm and Bayesian networks, Decision treesWeek 4
3/06/2017, 3/08/2017, 3/10/2017Linear and logistic regression, Introduction to Neural Network IWeek 5
3/13/2017, 3/15/2017, 3/17/2017Introduction to Neural Networks II
Literature Review
Week 6
3/20/2017, 3/22/2017, 3/24/2017Neural network
Invited talk for applications of machine learning as final project
Week 7
3/27-3/31/2017Spring breakWeek 8
4/3/2017, 4/5/2017, 4/7/2017Advices for machine learning
Support Vector Machine
Week 9
4/10/2017, 4/12/2017, 4/14/2017Project proposal presentation (mid term)
Easter Break for 4/14
Week 10
4/17/2017, 4/19/2017, 4/21/2017ClusteringWeek 11
4/24/2017, 4/26/2017, 4/28/2017Selected topic - Graphic modelWeek 12
5/1/2017, 5/3/2017, 5/5/2017Literature Review
Catch up for classes and projects
Week 13
5/8/2017, 5/10/2017, 5/12/2017Review and selected topic(possible:genetic algorithm)Week 14
5/15/2017, 5/17/2017, 5/19/2017Final project presentation (Report due on May 24th)Week 15
Final exam weekWednesday, May 24th, 2:00pm - 3:50pmWeek 16