Prerequisite : Probability and Statistics, Machine Learning
Taught by : Adway Mitra
Teaching Assistents :
Sayantan Saha, Chhavi Chaudhury, Prince Raj, Pauras Meher
Review of common probability distributions and their properties, parameter estimation, latent variable models, sampling methods, nonparametric density estimation, model validation, extreme value distributions, approximate Bayesian Computation