In fall 2020 I am teaching a second offering of Practical Neural Networks.
In spring 2020 I taught Machine Learning 2.
In spring 2019 I taught Practical Neural Networks.
I taught Programming with Data in fall 2018 and again in fall 2019.
I taught our Fundamentals 1 course (a.k.a., "fundies") in fall 2017
I taught artificial intelligence in spring 2017.
I led a seminar class focussing on the intersection of machine learning and health at Northeastern in fall (2016).
Previously, I taught 3 semesters of a popular Applied Data Mining class at UT Austin (INF385). This course aimed to introduce the fundamentals of data mining/machine learning via hands-on exercises, homeworks and projects. Imparting practical data science skills was a particular emphasis here. To this end, I made heavy use of Python notebooks -- see the course GitHub here.
And once upon a time I co-developed and taught 150AIH: artificial intelligence in health informatics at Tufts University, alongside Kevin Small.