- 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