BigDataFr recommends: Dive into Machine Learning

Excerpt

This guide is for you:
– You’re new to Machine Learning.
– You know Python. (At least the basics!)

Tools you’ll need:
– Python. Python 3 is the best option.
– IPython and the Jupyter Notebook. (FKA IPython and IPython Notebook.)
– Some scientific computing packages:

1. numpy
2. pandas
3. scikit-learn
4. matplotlib […]
   

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Source: github.com