Python for Finance Summer Workshop

Welcome to the Python for Finance workshop, where we'll explore, analyse and visualise financial data.

Workshop Materials

All of the material in this workshop can be downloaded as a ZIP and run locally:

or run in a Codespace using this link:

Alternatively, the Notebooks will also work in Google Colab, via the links below:

1. Pandas Refresh
2. Data Analysis
3. NumPy
4. Visualisation
5. Panel Data
6. Panel Visualisation
7. Strategies

Note

You will need a GitHub account to access Codespaces, or a Google account to access Google Colab. Both accounts are free.

Further Info

During the workshop, we'll be writing code into these Notebooks together. It is well worth trying to follow along - the act of writing code is excellent practice! If you find following along too chaotic, completed versions of the notebook can be found below:

Completed Notebooks

Available in VS Code under completed/, or in Google Colab via these links:

• Pandas Refresher
• Data Analysis
• NumPy
• Visualisation
• Panel Data
• Panel Visualisation
• Strategies