Programming in Python
Types, conditions, functions classes
Frequently used libraries
Gradient descent, Coordinate descent
Coding Newton-Raphson
Weierstrass Theorem
Static Optimization
SymPy
Introduction to Duality
Poisson Regression, GLMs
Binomial and Multinomial Logit
Dynamic Optimization in discrete time
Finite Horizon: backwards induction
Infinite Horizon: Value Function Iteration
Berry-Levinsohn-Pakes, the pyblp library
Rust model
The NFXP algorithm
