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Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
Google Cloud via Coursera
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Overview
This course, "Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool", is designed to equip learners with practical skills to detect and mitigate bias in machine learning models, particularly in the context of mortgage lending. Using real-world datasets and Google's Cloud AI Platform, participants will explore how AI systems can unintentionally reinforce societal biases if not carefully designed and tested. A key focus will be the use of the What-if Tool—a powerful, interactive visualization interface—to analyze...
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- Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool
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