Free lecture notes: Statistics and Machine Learning in Python

These lecture notes were sent to me by a friend and I thought why not add them to my collection. The notes are available as a browsable website ( as well as a PDF ( They also come with exercises, some of which even come with prepared jupyter notebooks.

I guess the “official” way to cite the book in a scientific publication is this way:

Edouard Duchesnay, Tommy Lofstedt, Feki Younes. Statistics and Machine Learning in Python. Engineering school. France. 2021. ⟨hal-03038776v3⟩

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