CSC 409 Machine Learning

Course details, topics, grades download

Lecture time: every Tuesday from 11:00~1:00 pm,

Place: 1206, office hours: Tuesday 1:00 ~2:00 & Wednesday 1:00~2:00.

Planned Lectures:

1	Machine Learning, Statistics, and Data Analytics
2	Bayesian Decision Theory
3	Dimensionality Reduction
4	Clustering
5	Decision Trees
6	Kernel Machines
7	Midterm Exam
8	Hidden Markov Models
9	Combining Multiple Learners
10	Reinforcement Learning
11	Design and Analysis of Machine Learning Experiments
12	Combining Multiple Learners, Ensemble Machine Learning methods.
13	MLOps principles in Machine learning projects.
14	Revision and project discussions

Lab plan: to be announced