Labs
Lab 0
- Week of Sep 9
- Lab 0GIT Instructions (to be done during your assigned lab)
Lab 1
- Week of Sep 16
- Lab 1Elevator Data Visualizations
Lab 2
- Week of Sep 23
- Lab 2Image Compression using KMeans (to be done during your assigned lab)
Lab 3
- Week of Sep 30
- Lab 3Image Compression using SVD (to be done during your assigned lab)
Lab 4
- Week of Oct 7
- Lab 4Topic Modeling with LSA (to be done during your assigned lab)
Lab 5
- Week of Oct 14
- Lab 5KNN Classification
Lab 6
- Week of Oct 28
- Lab 6Transformations and Linear Regression
Lab 7
- Week of Nov 04
- Lab 7Exploring Model Misspecification and Hypothesis Testing in Linear Regression
Lab 8
- Week of Nov 11
- Lab 8Multiclass Logistic Regression
Lab 9
- Week of Nov 18
- Lab 9Neural Network Initialization and Data Centering