This repository holds the online pages of the course Introduction to Machine Learning.
It is designed for the Master's course AI For Science, delivered at the African Institute for Mathematical Sciences (AIMS) and made possible through a partnership with Google DeepMind.
The course uses Jupyter-Book as a wrapper for displaying lecture content and exercises.
You can access the published version here.
Programming tutorials and assignments are done in Python using Jupyter Notebooks.
This course is being delivered at AIMS South Africa in September 2023.
It will be delivered in January 2024 at AIMS Senegal and in February 2024 at AIMS Cameroon.
Thanks to the Jupyter universe for providing a great educational platform and making my life easier.
Thanks to Matthew Feickert to point out the convenient Jupyter-Book tool.
Thanks to Sam Meehan for insisting ;)
Thanks to Michaël Ughetto for the added knowledge, content and frankness.
Thanks to Harrison Prosper for being an amazing guide and mentor, as well as for sharing curated tutorials that saved me numerous hours.