DAVID SWEET
Experimental Optimization
Course text: D. Sweet,
Experimentation for engineers
, Manning publications (2022).
Taught Spring 2023, Yeshiva University
Artifical Intelligence and Data Analytics
masters program
Week 1: Introduction to Experimental Optimization
Week 2: A/B Testing I
Week 3: A/B Testing II
Week 4: Presenting Results
Week 6: Multi-armed Bandit
Week 7: Response Surface Methodology
Week 8: Bayesian Optimization
Week 9: Covariates and Context