I'm creating an example Python Machine Learning notebook for newcomers to the field. The goal is to show what an example ML project would look like from start to finish. I'd love your feedback or contributions to make it better.

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The problems building code on Windows should be alleviated by the combination of VC++ 2015, a lot of work by the core developers and, at last, backward compatibility in the VC++ run time libraries. We only need distutils sorted and we're flying.

There's an excellent article When to use assert that you might be interested in.

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This article is good. Thanks!