Cognitive Neuroscience

- Master level, one semester.

Statistical Analysis with MATLAB

- Master level, one semester. Codes.

Psychology Experiment with MATLAB and Psychtoolbox-3

- Master level, one semester.


Advance Bayesian Modelling with PyMC3

Bayesian Cognitive Modeling

- In PyMC3. Based on Lee and Wagenmakers' Bayesian Cognitive Modeling - A Practical Course. Jupyter Notebooks.

Bayesian Mixed-effect model in Python

Bayesian Deep Learning using PyMC3

Statistical Fixation Mapping of Eye Movement data with iMap

The Wonder of Gauss: GLM, GAM, and GP

- Data science with linear Gaussian model. Based on Roweis, S. and Ghahramani, Z., (1999) A unifying review of linear Gaussian models. Neural computation, 11(2), pp.305-345.