scikit learn

<p><a href="https://scikit-learn.org/stable/">Scikit-Learn</a> is possibly the most popular machine learning framework in the world. In this series of videos we'd like to give an overview of the main features and how you can use the framework to approach most machine learning problems. Do watch all the videos because we also want to highlight the dangers of it.</p>

1 - Introduction
2 - Data
3 - Models
4 - Scale
5 - Pipeline
6 - Settings
7 - Grid
8 - Search
9 - Ouch
10 - Reality

You'll want to make sure that you've got the right version installed.

From the notebook you can ensure this via;

%pip install --upgrade scikit-learn==0.23.0

Alternatively you could also run this from the command line inside of a virtual environment;

python -m pip install --upgrade scikit-learn==0.23.0