Identifying Bias in Mortgage Data using Cloud AI Platform and the What if Tool
Quest: Explore Machine Learning Models with Explainable AI
Overview
In this lab, you use the What-If Tool to identify potential biases in a model that was trained on a mortgage loan applications dataset.
Objectives
In this lab, you will perform the following tasks:
Build a binary classification model using XGBoost.
Deploy the model to Cloud AI Platform.
Use the What-If Tool on the deployed model to search for biases.
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