## Assignments

Assignment 1: Introduction and probability fundamentals.
Assignment 2: MLE and logistic regression.
tremor.mat
Assignment 3: Bayesian learning.
Assignment 4: Kaggle Competitions.

## LATEST :

- Classes begin on January 11th.
- The machine learning book of Hastie, Tibshirani and Friedman is a good online alternative: The elements of statistical learning.
- The following handout should help you with linear algebra revision: PDF

## USEFUL LINKS :

- Machine learning video lectures
- Why stats: NYTimes article