Cognitive Neuroscience Methods

Catalog description

This course will give students a strong foundation in Cognitive Science analysis techniques using Python. We will start with programing basics (python environment, variable types, flow control, functions) and data structures. We will then write code to analyze and visualize a variety of data sets commonly used in cognitive studies including questionnaire responses, behavioral data (reaction time and accuracy), eye tracking (saccades and fixations), and EEG (ERP analysis). Students will learn to use common Python packages including Numpy, Pandas, Scipy, Statsmodels, Matplotlib, and Seaborn to perform data analysis, statistical tests, and visualization. Students will complete weekly graded assignments that will enable them to develop coding skills relevant for Cognitive Science research.