From the Book - Second edition.
Python language basics, IPython, and Jupyter notebooks
Built-in data structures, functions, and files
NumPy basics: arrays and vectorized computation
Getting started with pandas
Data loading, storage, and file formats
Data cleaning and preparation
Data wrangling: join, combine, and reshape
Plotting and visualization
Data aggregation and group operations
Introduction to modeling libraries in Python
More on the IPython system.
