Assignments of Western University Data Science Course.
- Assignment 01: Supervised Learning and Regression
- Assignment 02: Statistics, Prediction, and Maximum Likelihood
- Assignment 03: Classification and Evaluation
- Assignment 04: Quantifying Uncertainty
- Assignment 05: Test Error, Cross-validation, and Model Selection
- Assignment 06: Feature Selection and Regularization
- Assignment 07: Tree-Based Models
- Assignment 08: Dimensionality Reduction
- Assignment 09: Clustering
- Assignment 10: Fairness and Transparency