Subject Information

Question 1

Overview

Answer 1

Week 1: Introduction to Statistical Learning
Week 2: Exploratory data analysis
Week 3: Linear Regression
Week 4: Classification
Week 5: Re-sampling Methods
Week 6: Linear model selection and regularization
Week 7: Nonlinear methods
Week 8: Tree based methods
Week 9: Support Vector Machine
Week 10: Semi supervised Learning
Week 11: Dimensionality Reduction
Week 12: Unsupervised Learning