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Building a Fraud Detection Model with Vertex AI AutoML

Offered By: Google via Google Cloud Skills Boost

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Google Cloud Platform (GCP) Courses AutoML Courses Vertex AI Courses

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!

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