Requirements
Problem sets: 40 points; Midterm: 20 points; Final project: 40 points
Course websites
piazza: https://piazza.com/class/jqedizytl6u6tj
Data Preprocessing: Slides
Dimension Reduction: Slides
Distance Metrics: Slides
Clustering Algorithms: Slides
Linear Models
Model Selections
Decision Trees and Ensemble Methods: Slides; Slides
Neural Networks: Slides
Recurrent Neural Networks: Slides