Data Science in the Real World

5 Types of bias & how to eliminate them in your machine learning project

Sample, Exclusion, Observer, Prejudice, Measurement bias. An introduction and an example to each!

Salma Ghoneim
Towards Data Science
7 min readApr 16, 2019

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The following is a devastating truth about a biased machine learning program that happened in real life…

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SDE at Microsoft, Passionate about frontend development, fascinated by artificial intelligence, Interested in game development.