L01 : Motivating Applications, Machine Learning Pipeline (Data, Models, Loss, Optimization), Backpropagation
Lecture Goals
- Understand the key components to set up a classification task
- Relate business problems to machine learning methods
- Understand how chain rule works
- Understand why multiclass logistic regression may not work well even for 2D data