Lecture Notes

CH1 - Introduction to PR

CH2 - Probability and Random Variables

CH3 - Bayes Decision Theory

CH4 - Performance Metrics

CH5 - Maximum Likelihood and Bayesian Parameter Estimation

CH6 - Nonparametric Density Estimation

CH7 - Neighborhood-based Classification 

CH8 - Dimensionality Reduction

CH9 - Linear Discrimination

CH10 - Nonlinear Discrimination

Term Project

Presentation Schedule

The students with ids 16500560, 16500804, 16600154,17500330 and 17500664 should be ready for presenting their projects on 18th of December. The dates for other students will be announced during the lecture on 18th.