We bring five such tools and frameworks that are being extensively used to identify and remove bias in AI and ML models.
Algorithmic bias in AI and machine learning models is a problem that many researchers are trying to fix by creating tools and frameworks to identify them and eventually mitigate them. The common biases that exist are, for instance, gender-bias, racial-bias, among others. As machine learning models are trained on human-generated data, eliminating bias entirely is impossible. However, researchers are actively working on preventing it by developing tools to identify and work on them. Read more: https://analyticsindiamag.com/5-tools-frameworks-that-can-clear-bias-from-various-datasets/
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