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Scenario: The Brand Corporation, the research azure video

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dp-100-data-scientist-assoc video for scenario: The Brand Corporation, the research and science division of Roxxon Corporation, is managed by Melinda May and

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Scenario: The Brand Corporation, the research and science division of Roxxon Corporation, is managed by Melinda May and Phil Coulson. To enhance operational efficiency, they have adopted Microsoft Machine Learning and brought you on as an advisor to oversee critical projects. Melinda and the IT team are developing a binary classification model to assist with college admission approval decisions. To ensure ethical and unbiased outcomes, Melinda needs to evaluate whether the model is fair and does not introduce ethnic discrimination. Question: What techniques can Melinda use to assess the model’s fairness and mitigate bias related to ethnicity?