5 Sneaky Ways Bias Can Affect Your Machine Learning Models

Uncover the Hidden Bias in Your Models and Fix Them

Thuwarakesh Murallie
Towards Data Science
6 min readSep 16, 2022

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Bias can arise in many ways. Human intent is only one way. This post covers ways where bias could enter your models indirectly.
Photo by Vackground on Unsplash

We should be using more AI solutions by now. But there's this bias issue to consider!

We've seen AI models perform differently for underrepresented groups. These issues have been debated heavily in recent years. In search of why bias arises, we found that…

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I write about data science and consult at Stax, where I help clients unlock insights from data to drive business growth. https://www.the-analytics.club