https://wesmckinney.com/book/

  • Python basics
    • Jupyter notebooks
    • Built-in data structures, functions, files
  • NumPy
  • Pandas
  • Data loading, storage and file formats
  • Data cleaning and preparation
  • Data wrangling: join, combine, reshape
  • Plotting and visualization
  • Data aggregation and group operations
  • Time series
  • Intro to modeling libraries