The lectures will be devoted to introducing concepts, presentation of examples, but also to proofs or outlines of proofs. While the emphasis will be on understanding concepts, on being able to analyze ...

Course syllabus: We will start by developing the theory of Markov chains further, explore their relations to martingales and give applications to the solution of Dirichlet problem and maximum (resp.

In this three-course specialization, you’ll build a strong mathematical foundation in probability, statistics, and basic stochastic processes with direct applications to data science and AI. You’ll ...