Machine Learning: fundamental algorithms
Foundational concepts on distribution and measures
What are probability distributions and how to quantify and measure what is needed to understand how the data looks like. Also, looking at how distributions of variables relate one another.

Code & notebooks

For some interactivity, if you want to play around with the concepts here, there is code provided in the pages, as well as notebooks you can see here.

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