CM146 - Introduction to Machine Learning

I will be posting my discussion slides and resources I use for this course on this webpage. For the actual course content you should refer CCLE.

My discussion sessions are on Fridays 4:00 PM - 5:50 PM in MS 5128. Feel free to come to my discussions even if you’re not enrolled in them.

My office hours will be on Wednesdays 8:00 AM - 10:00 AM in Engineering VI 372.

Week Discussion Topic   Additional Resources
1 ML Math Tutorial slides Linear Algebra, Probability, Prob Slides, Eigendecomosition
2 Decisoin Trees & Entropy slides  
3 KNN & Perceptron slides KNN, Perceptron
4 Regression & MLE slides  
5 Midterm Review slides Bias-Variance, Midterm
10 Final Review slides