Analytics Accelerator (CME 271)
Focus on statistical methods in biomedicine through the lens of COVID-19 datasets
- Winter 2021 [course website]
Introduction to Machine Learning (CME 250)
I developed this Stanford course and taught (or co-taught) it five times.
- Winter 2015 [course website]
- Spring 2015 [course website]
- Fall 2015 [course website]
- Winter 2016 [course website]
- Spring 2016 [course website]
Introduction to Deep Learning (XCME 011)
I co-taught this Stanford summer workshop on neural networks over three years.
- 2017 [syllabus]
- 2018 [course page]
- 2019 [syllabus]
Fundamentals of Machine Learning (Summer Short Course)
I developed this full-time, one-week Stanford short course and co-taught it twice.
- 2014 [course website]
- 2015 [course website]
Invited Workshops
2018: Fundamentals of Data Science ICME @ Santiago
Pontificia Universidad Católica de Chile (UC), Santiago, Chile [course website]
2015: Machine Learning Workshop
SIAM Geosciences Conference [workshop website]