Workshop on AI, Machine Learning for Economists
Introduction of AI and ML
Introduction of Quantitative Macro
Python and PyTorch
Computation Basics
Machine Learning Basics
Solving Dynamic Equilibrium Models–Machine Learning
Solving Dynamic Equilibrium Models–VFI, Perturbation, Projection and Beyond
Advanced Numerical Methods and Accuracy Assessment
Asset Pricing with Machine Learning
Heterogenous Agents Models using ML & RL
Reinforcement Learning
Large Language Models
Mean Field Games