Did you know that Jupyter Notebook has built-in LaTeX support? I didn’t.

When you change the format of a cell to “Markdown,” you can write not only in the markdown syntax, which is obvious ;) but you can also include LaTeX code to generate formulas:

(a+b)^2 = a^2+2ab+b^2

After pressing ENTER, this gets automatically converted to:

Awesome! ;)

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Apriori algorithm explained

Using association rule learning to make recommendations

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How to interpret ROC curve and AUC metrics

In my opinion, AUC is a metric that is both easy to use and easy to misuse. Do you want to know why? Keep reading ;)