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... scikit learn.


Scikit-Learn is possibly the most popular machine learning framework in the world. In this series of videos we'd like to give an overview of the main features and how you can use the framework to approach most machine learning problems. Do watch all the videos because we also want to highlight the dangers of it.


Episode Notes

It deserves to be stressed: .fit().predict() is the easy part. If you're interested in this theme, we might recommend some content;

  1. We've got a series of videos on deon.
  2. We recommend reading Weapons of Math Destcrution.
  3. There's a series of blogposts explaining that "GridSearch is Not Enough[tm]";
    1. part 1
    2. part 2
    3. part 3
    4. part 4
  4. There's some PyData talks that we might recommend;
    1. Constraining Artificial Stupidity
    2. Algorithm Design

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