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Compare Cloud AI Platform Models using the What-If Tool to Identify Potential Bias

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Create an AI Platform Notebook

Clone the sample code

Execute code in JupyterLab notebook

Compare Cloud AI Platform Models using the What-If Tool to Identify Potential Bias

1 ora 30 minuti 5 crediti

GSP684

Google Cloud Self-Paced Labs

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.

Crea un account Qwiklabs per leggere il resto del lab e tanto altro ancora.

  • Acquisisci accesso temporaneo a Google Cloud Console.
  • Oltre 200 lab dal livello iniziale a quelli più avanzati.
  • Corsi brevi per apprendere secondo i tuoi ritmi.
Crea un account per iniziare questo lab