## 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 |