Raspberry Pi FoundationBias in, bias out
Create a machine learning model to classify images and explore how a limited data set can lead to bias.
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Teacher Reviews for this resource: Bias in, bias out
“Students experience model failure firsthand, which makes later discussions of bias more meaningful”
“Students would likely find this lesson engaging and meaningful because it connects AI to real-world issues of fairness and justice.”
“I think the students would enjoy this activity and could incorporate student choice through extensions.”