Python HOW: Scikit-learn Optimal Pipeline and Best Practices

Gabriel Harris Ph.D.
4 min readJun 10, 2019
Photo by Pixabay from Pexels

At the end of this article you’ll be a master Sklearn plumber. You’ll know how to pipe in numerical and categorical attributes without having to use Pandas get_dummies or Sklearn FeatureUnion

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Gabriel Harris Ph.D.

I’m an End-to-End Lead Data Scientist and Data Science Manager. My articles are love letters to my future self