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Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool

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Identifying Bias in Mortgage Data using Cloud AI Platform and the What-if Tool

1 个小时 5 个积分

GSP709

Google Cloud Self-Paced Labs

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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  • 获取对“Google Cloud Console”的临时访问权限。
  • 200 多项实验,从入门级实验到高级实验,应有尽有。
  • 内容短小精悍,便于您按照自己的节奏进行学习。
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