Building a Fraud Detection Model with Vertex AI AutoML

Offered By: Google via Google Cloud Skills Boost

Course Description

Overview

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In this lab you will use Vertex AI to train and serve a model with tabular data.

Syllabus

• GSP923
• Overview
• Setup and requirements
• Task 1. Enable the Vertex AI API
• Task 2. Create a Notebooks instance
• Task 3. Create a managed dataset
• Task 4. Train a model with AutoML
• Task 5. Explore model evaluation metrics
• Task 6. Deploy the model to an endpoint
• Task 7. Retrieve your Bearer token
• Task 8. Get model predictions with Vertex AI Workbench
• Task 9. Cleanup
• Congratulations!

Tags

• united states