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Fall 2018
School of Computer Science
Carleton University
Lecture Time: Tuesday, 2:35pm-5:25pm, Location: SA 404
Instructor: Yuhong Guo, HP 5167, YuhongGuo(at)cunet.carleton.ca
Links: Course Syllabus
| Date | Content | |
| Sept. 11 | Introduction, Linear Regression | |
| Sept. 18 | Linear Classification, Generalized Linear Models | |
| Sept. 25 | Model Selection | |
| Oct. 02 | Clustering, Mixture Models and EM | |
| Oct. 09 | Support Vector Machines, Kernel Methods | |
| Oct. 16 | Neural Networks | |
| Oct. 30 | Deep Learning | Project proposal due |
| Nov. 06 | Bayesian Networks | |
| Nov. 13 | Undirected Graphical Models | |
| Nov. 20 | Reinforcement Learning | |
| Nov. 24 | Presentation | |
| Dec. 04 | Exam | |