Calmcode - partial_fit: introduction

How scikit-learn can learn via online learning.

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We're going to be talking about learning on a sequence of data while using scikit-learn. You can read more about the available tools on their documentation page. The main reason why we'll be exploring these techniques is that they will allow us to learn from datasets that do not fit in memory but we'll also see that there may be some other upsides.

You will need to install some tools to follow along in this series.

python -m pip install pandas scikit-learn altair