At Berkeley, I developed the course (COGSCI 88) that connects cognitive science with data science for entry-level undergraduate students, and a more advanced version of the course (COGSCI 190) that emphasizes in computational thinking and skill development for upper-division undergraduates and graduate students.

**Courses**

- COGSCI 190: Special Topics in Cognitive Science (a.k.a. Data Science and Cognition) (2016 F) [syllabus]
- COGSCI 88: Data Science and The Mind (2016/5 F; 2015 S) [syllabus]

**Open course resources**

- Probability theory: [discrete] [continuous]
- Information theory: [entropy]
- Statistical inference: [estimation]

- WCS analysis helper: [demo notebook]

- Courtesy of Jessie Salas: [draft tutorial]