How to Manage Machine Learning Products

Part I: Why is managing machine learning products so hard? And why should you care?

Bastiane Huang
Towards Data Science
8 min readSep 30, 2019

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Summary: here’s what I want you to remember about this series of articles:

  1. Managing ML products is more challenging than managing normal software products because it involves more uncertainties and requires not only technical but also organizational changes.
  2. ML is best suited for making decisions or predictions.

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