This repository contains the solution of the homeworks given during the course Information Theory and Inference. After completing this course the student should be able to
- Acquire fundamental knowledge of Bayesian thinking and Information Theory.
- Acquire the ability to build an appropriate statistical model based on the available data of the system.
- Know how to learn the model through appropriate inference schemes.
- Connect concepts between Information Theory, Bayesian Statistics and Statistical Mechanics.