MLOps with Vertex AI

In this lab, you will need to automate the model building, training, and deployment to the model endpoint by creating a Vertex training pipeline.

• GSP274
• Overview
• Setup and requirements
• Task 1. Prepare your environment
• Task 2. Run a standalone model
• Task 3. Develop and deploy model using Vertex AI
• Task 4. Make predictions from the deployed model
• Optional exercises
• Congratulations!