Welcome

What you should know

Exercise files

Installing Anaconda

Downloading the data set

Using the Jupyter notebook

Using Pandas

DataFrames

Series

Challenge

Solution

Using read_csv()

Using shape

Using head() and tail()

Using info()

Using value_counts()

Using sort_values()

Boolean indexing

String handling

Challenge

Solution

Basic plotting

Plot types

Colors

Figsize

Colormaps

Seaborn basic plotting

Challenge

Solution

Index

Using set_index()

Using reset_index()

Using sort_index()

Using loc[]

Using iloc[]

Challenge

Solution

Groupby

Iterate through a group

Groupby computations

Challenge

Solution

Reshaping

Using stack()

Using unstack()

Challenge

Solution

Learning heatmaps

Creating your own colormaps

Final challenge

Final solution

Next steps