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

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