Lectures related to 2018 St. Louis Cardinals season

Explores counterfactuals in SEMs and D-Separation in graphical models.

Introduces calculus of variations with examples like the Brachistochrone problem in an applied context.

Explores recurrence and transience in Markov chains, discussing the strong Markov property and state classifications.

Explores the convergence of fixed point methods and the implications of different convergence rates.

Covers the optimization of hydropower systems and control strategies for maximizing energy production.

Explores encoding and decoding techniques in communication systems, focusing on fundamental limits and mutual information computations.