My repository for the NTNU course: "TMA4268 - Statistical Learning"

The repository includes:

• 10 module compendiums; one for each module with the exception of module 6 & 10
• Learning material ("Introduction to Statistical Learning", "Elements of Statistical Learning" and cheatsheets)
• 5 compulsory exercises; 2 from 2019 and 3 from 2018

The 12 course modules are;

• 1: Introduction
• 2: Statistical Learning
• 3: Linear Regression
• 4: Classification
• 5: Resampling
• 6: Linear Model Selection and Regularization
• 7: Moving Beyond Linearity
• 8: Tree-based Methods
• 9: Support Vector Machines
• 10: Unsupervised Learning
• 11: Neural Networks
• 12: Summing Up