menu
arrow_back
返回

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

—/100

Checkpoints

arrow_forward

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 个小时 30 分钟 5 个积分

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.

加入 Qwiklabs 即可阅读本实验的剩余内容…以及更多精彩内容!

  • 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。
加入以开始此实验