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CS 438/697 Applied Machine Learning
Tentative Course Schedule 
Spring 2015

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 #7153 & CS697 #14038): Tuesday & Thursday 04:00 PM - 05:15 PM
Wheatley W02-0124
Weeks Meetings Topic Readings & Handouts
1.  Jan 27  Campus Closed (snow day)  
 Jan 29  Course Administration  
2.  Feb 3  Introduction to Machine Learning  
 Feb 5    
3.  Feb 10  Linear Regression  
 Feb 12    
4.  Feb 17  Introduction to Pattern Recorgnition  
 Feb 19    
5.  Feb 24  (homework) Unsupervised Learning  
 Feb 26    
6.  Mar 3    
 Mar 5  Theano: GPU Computing and Automatic Differentation for Python (Invited Speaker: Henry Lo)  
7.  Mar 10  Midterm Exam Review  
 Mar 12  Midterm Examination  
8.  Mar 17  Spring Vacation (no class)  
 Mar 19  Spring Vacation (no class)  
9.  Mar 24  Logistic Regression and ANN  
 Mar 26    
10.  Mar 31    
 Apr 2    
11.  Apr 7    
 Apr 9    
12.  Apr 14    
 Apr 16  Challenges in Applied Machine Learning (Invited Speaker: Yang Mu)  
13.  Apr 21  Practical Advice for Applying Learning Algorithms (Invited Speaker: Dawei Wang)  
 Apr 23    
14.  Apr 28    
 Apr 30  Deep Learning  
15.  May 5    
 May 7    
16.  May 12  Advice for Applying Machine Learning
Final Exam Review

 

 May 14  Final Examination  
17.  May 21 (3:00 PM -6:00 PM; Science S02-0064)  Term Project Team Presentation (Classroom: Science S02-0064; Class Time: 3:00PM-6:00PM)  

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