Week | Date | Lecture | Homework | Fun |
---|---|---|---|---|
1 | Feb 11 | Lecture 1: Data Science Intro + Calculus Slides | HW 1 | Playlist |
Feb 12 | Lab 1: Linear Algebra and NumPy | |||
2 | Feb 18 | Lecture 2: Probability and Random Variables Slides Notebook | HW 2 | |
Feb 19 | Lab 2: Come today and see! :-D | |||
3 | Feb 25 | Lecture 3: EDA Slides | Continue Previous HW | |
Feb 26 | Project Proposal Doc! Lab Notebook | |||
4 | Mar 4 | Lecture 4: Modeling Slides | HW 3 | |
Mar 5 | Lab Notebook | |||
5 | Mar 11 | Lecture 5: Linear Models Slides | HW 4 | |
Mar 12 | Lab Notebook | |||
5 | Mar 18 | Lecture 6: PCA and Dimensionality Reduction Slides | No new HW over break! | |
Mar 19 | Surprise lab! | |||
6 | Apr 1 | Lecture 6: Classification and Clustering Slides | HW 5 | |
Apr 2 | Slides 2 Modeling Template |