© Tobias Baer 2019
Tobias BaerUnderstand, Manage, and Prevent Algorithmic Biashttps://doi.org/10.1007/978-1-4842-4885-0_21

21. How to Marry Machine Learning with Traditional Methods

Tobias Baer1 
Kaufbeuren, Germany

When given a choice between keeping a cake and eating it too, I always try to find a way to do both. And I did succeed with that in the realm of machine learning!

You may have been surprised, maybe even upset, by the negative tone I took on machine learning in the previous chapter. This is not for lack of respect and admiration for machine learning—all I wanted to do was open your eyes to the limitations of machine learning. Giving machine learning tools to a data scientist who is not skilled in managing the risks of algorithmic ...

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