Module 1: Software developement for researchers

  • Version control, Git and GitHub

Module 2: Neural data handling and preprocessing

  • Calcium imaging data
  • Local field potential data

Get started with the module:
https://github.com/neural-data-science-course/neural-data

Module 3: Single cell analysis

  • Tuning curves and ratemaps
  • Generalized Linear models

Get started with the module:
https://github.com/neural-data-science-course/single-cell-analysis

Module 4: Population methods

  • Neural decoding: Naive Bayes
  • Neural decoding: Support Vector Machines
  • Dimensionality reduction

Get started with the module:
https://github.com/neural-data-science-course/population-methods