Derive statistical equations for Particle filter: dynamic Monte Carlo, MCMC in

nonparametric Bayes models, Monte Carlo Integration GL$,$ how are

they used in real life, describe how a posterior distribution

summarizes an inference problem, and why posterior simulation is important.

$-$Describe Markov chain, Write machine learning Python program for Markov

chain, Asymptotic Theory