Course Materials
Week 0 - Introduction and Pipeline
Week 1 - Instance Based Modeling and Basic Clustering
Week 2 - Decision Trees and Intro to Linear Regression
- Sep 9
- SectionDecision Trees
- Read Chapter 6 of Hands on Machine Learning by Aurélien Géron
- Quiz Slides Handout
- Read Chapter 6 of Hands on Machine Learning by Aurélien Géron
- Sep 10
- Lab Clustering
- Sep 11
- SectionLinear Regression I
- Read Chapter 3.1.1 of Dive into Deep Learning
- Slides Handout
- Read Chapter 3.1.1 of Dive into Deep Learning
- Sep 12
- Codelet 1 due Lab 2 due
Week 3 - Linear Regression and Recommender Systems
- Sep 16
- SectionLinear Regression II
- Read Chapter 3.2-3.4 of Dive into Deep Learning
- Quiz Slides Handout
- Read Chapter 3.2-3.4 of Dive into Deep Learning
- Sep 17
- Lab Regression and Interpretability
- Sep 18
- SectionRecommender Systems I
- Read Chapter 21.1 from Dive into Deep Learning
- Quiz Slides Handout
- Read Chapter 21.1 from Dive into Deep Learning
- Sep 19
- Codelet 2 due Lab 3 due