We look at the need to use numpy, arange and linspace, indexing and selection in numpy arrays, conditional selections, and artihmetic operations.
We look at the data types Series and DataFrames. Selection of elements in a DataFrame, conditional selection and filtering of rows or columns.
We look at the motivations for using different kinds of plots, and examples of histogram, scatter plots, and plots.
The slides can be found here.