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