Machine Learning with TensorFlow in Vertex AI

In this lab you will learn how to use Google Cloud Machine Learning and Tensorflow to develop and evaluate prediction models using machine learning.

• GSP273
• Overview
• Setup and requirements
• Task 1. Deploy Vertex AI Workbench instance
• Task 2. Create minimal training and validation data
• Task 3. Create the input data
• Task 4. Create, train and evaluate TensorFlow model
• Task 5. Deploy flights model to Vertex AI
• Task 6. Model explainability
• Task 7. Invoke the deployed model
• Congratulations!