Reproducible and Collaborative Statistical Data Science

• Core Topics
  • Using the bash shell
  • Introduction to Git
  • Statistical analysis of fMRI data
  • Introduction to Python
  • Text Mining
• Lectures
  • Day 1
  • Day 2
  • Day 3
  • Day 4
  • Day 5
  • Day 6
  • Day 7
  • Day 8
  • Day 9
  • Day 10
  • Day 11
  • Day 12
  • Day 13
  • Day 14
  • Day 15
  • Day 18
  • Day 19
  • Day 21
  • Day 22
  • Day 24
  • Day 25
  • More notes
• Labs
  • Lab 1
  • Lab 2
  • Lab 3
  • Lab 4
  • Lab 5
  • Lab 6
  • Lab 7
  • Lab 8
  • Lab 9
  • Lab 10
  • Lab 11
  • Lab 12
  • Lab 13
• Appendices
  • Software installation
  • Collaborative workflow with Git
  • File Transfer
  • Command Line Utilities
  • File System Layout
  • Shell Customization
  • Array reduction operations