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Topics
Reproducing Kernel Hilbert Space
Tree-based Ensemble Models
Causal Inference Basics
Personalized Medicine
Reinforcement Learning
Syllabus
Personalized Medicine
Topics and Objectives
Estimating the optimal treatment regime
Outcome weighted learning
Dynamic treatment rules