docs: Data Balance documentation updates #1540
Merged
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Updated data balance main documentation to integrate the feedback from the fairness committee in MS. Data Balance is a tool, but it does not completely solves for fairness. In combination with other tools it helps reduce fairness related harms, but there is no way to way a completely unbiased dataset or model.
Updated the notebook to reduce the amount of measure explanations and better introduce the goals of data balance analysis.
AB#1839731