Compare Cloud AI Platform Models using the What If Tool to Identify Potential Bias
Quest: Explore Machine Learning Models with Explainable AI
Overview
In this lab, you deploy two models on Cloud AI Platform, and then use the What-If Tool to identify potential bias in the models and underlying dataset. You will have the opportunity to address identified bias, retrain the models, redeploy them, and continue to compare them with the What-If Tool.
Objectives
In this lab, you will perform the following tasks:
Train tf.keras and Scikit Learn models in Cloud AI Platform Notebooks.
Deploy models to AI Platform Predictions.
Use the What-If Tool to analyze and compare the models.
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