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CS 4320: Machine Learning

Spring 2020 Schedule

Day Topic Reading Work Due
Jan 7
Jan 9
W01 Introduction to Machine Learning
W01 Working with data collections
W01 Visualizing data
Jan 13 Assignment 1
Jan 14
Jan 16
W02 Regression Models
W02 Gradient Descent
H Jan. 20 Martin Luther King Jr. Day (no classes)
Jan 21
Jan 22 Assignment 2
Jan 23
W03 Cross-Validation
W03 Error Analysis
W03 Loss Functions
Jan 28
Jan 30
W04 Classification
W04 Performance Measures/Confusion Matrix
Feb 3 Assignment 3
Feb 4
Feb 6
W05 Linear Regression
W05 Gradient Descent
W05 Learning Curves
W05 Regularization
W05 Logistic Regression
Feb 11
Feb 12 Assignment 4
Feb 13
W06 Decision Trees
W06 Ensembles
W06 Forests
W06 Boosting
H Feb. 17 President’s Day (no classes)
Feb 18
Feb 20
W07 Midterm Examination Midterm Examination
Feb 25
Feb 27
W08 Neural Networks
Mar 2 Assignment 5
Mar 3
Mar 5
W09 Neural Networks
W06 Assignment 6
W08 Assignment 7
W09 Assignment 8
Mar 10
Mar 12
W10 Neural Networks
W10 Assignment 9
H Mar 16-20 Spring Break (no classes)
Mar 24
Mar 26
W11 Neural Networks
W11 Assignment 10
Mar 31
Apr 2
W12 Neural Networks
W12 Assignemnt 11
Apr 7
Apr 9
W13 Neural Networks
W13 Assignment 12
Apr 14
Apr 16
W14 Neural Networks
W14 Assignment 13
Apr 21
W15 Neural Networks
W15 Assignment 14
Apr 22 Last Day of Classes
Apr 23 Reading Day (no classes)
Apr 26-May 2 Final Exams
W Apr 30 Final Exam 01:00 pm - 2:50 pm Final Exam

Class announcements may modify schedule from that listed above.

Last Updated 02/18/2020