Winter 2020/2021 Winter 2018/2019/2020/2021 Fall 2018/2019/2020

Courses previously taught at UC Berkeley (2015-17)

Open course resources

Notes that summarize some basic computational ideas:
  • Probability theory: [pdf1] [pdf2]
  • Information theory: [pdf]
  • Statistical inference: [pdf]
A Python Jupyter notebook for exploring the World Color Survey or WCS (Kay, Berlin, Maffi, Merrifield, & Cook, 2009; cf. Berlin & Kay, 1969) - a well-studied cross-linguistic dataset that probes the relations of human languages and cognition: A brief tutorial on scripting with Python (Jupyter notebook):
  • Credit to Jessie Salas: [pdf]