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A comment on Collection of stand-alone Python machine learning recipes (2021).

Re:Collection of stand-alone Python machine learning recipes... by Bostonian on Wednesday August 23, 2023 @09:40AM (#37235675)
A book along these lines is "Data Science from Scratch, 2nd ed.", by Joel Grus. I wish that book had used NumPy for array operations, although that would be less "from scratch".
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