Lecture 1. Introduction to the Probabilistic Language of Machine Learning Modeling
A Bayesian approach to probability theory. Bayesian reasoning. The concept of graphical models.
Lecture #1 of the course "Introduction to the Probabilistic Language for Building Machine Learning Models" (Summer 2015).
Course instructor: Dmitry Vetrov.
Lecture page on the CS Center website: https://goo.gl/6lkF6v