Psych 216A: Statistics and data analysis in Python

A translation of the Psych216 homeworks from MATLAB to Python.

The class website with lecture videos and notes can be found here.

The tutorials are written in the IPython Notebook.

Static HTML Notebooks

Links to static renderings of notebooks in the Github repository thanks to NBViewer:

Week 1: Probability distributions and error bars

Week 2: Hypothesis testing and correlation

Week 3: Model specification

Week 4: Model fitting

-- Extra tutorial on dot products

Week 5: Model accuracy

Week 6: Model reliability

Week 8: Classification