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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 jam 5 Kredit

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.

Bergabunglah dengan Qwiklabs untuk membaca tentang lab ini selengkapnya... beserta informasi lainnya!

  • Dapatkan akses sementara ke Google Cloud Console.
  • Lebih dari 200 lab mulai dari tingkat pemula hingga lanjutan.
  • Berdurasi singkat, jadi Anda dapat belajar dengan santai.
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