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CS 438/638 Applied Machine Learning
Tentative Course Schedule 
Spring 2016

Dr. Wei Ding

The course schedule is tentative. Actual contents to be covered depend on progress.
Lecture notes can be downloaded through your UMass Blackboard Vista  account.

Section 01 (CS438 #7148 & CS638 #7149): Tuesday & Thursday 04:00 PM - 05:15 PM
Wheatley W01-0064
Weeks Meetings Topic Readings & Handouts
1.  Jan 26  Class Administration  
 Jan 28  Introduction to Machine Learning  
2.  Feb 2  Linear Regression  
 Feb 4    
3.  Feb 9  Logistic Regression  
 Feb 11    
4.  Feb 16  Regularization  
 Feb 18    
5.  Feb 23  Neural Networks: Representation  
 Feb 25    
6.  Mar 1  Neural Networks: Learning  
 Mar 3    
7.  Mar 8  Advice for Applying Machine Learning
Exam I Review
 
 Mar 10   Exam I  
8.  Mar 15  Spring Vacation (no class)  
 Mar 17  Spring Vacation (no class)  
9.  Mar 22  Term Project Kickoff Meeting  
 Mar 24    
10.  Mar 29  Support Vector Machines  
 March 31    
11.  Apr 5  Unsupervised Learning  
 Apr 7    
12.  Apr 12  NMF  
 Apr 14    
13.  Apr 19  Project Progress Report  
 Apr 21    
14.  Apr 26  
 Apr 28    
15.  May 3    
 May 5  Learning from Imbalanced Data  
16.  May 10  Exam II Review  
 May 12  Exam II  
17.  May 19 (3:00 PM - 6PM)  Term Project Presentation

 


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