- Bayesian optimization tutorial slides, video, and article (from INFORMS 2018)
- For a general audience, Using machine machine learning and optimization to improve Yelp's website.

- The difference between EGO and KG, excerpted from the 2011 INFORMS tutorial
- 2011 INFORMS tutorial slides on optimal learning, with Warren Powell.
- A two-day masterclass at Lancaster University in 2014, geared toward PhD students:
- How we use information to make decisions, filmed at Cornell in 2009.

- Optimal Learning, geared for advanced undergraduates.
- Optimization via Simulation with Bayesian Statistics and Dynamic Programming, with slides.
- Two 2010 survey articles for the Wiley Encyclopedia of Operations Research and Management Science:

- A list of optimal learning problems.