Use Azure Machine Learning for inferencing from Azure Database for PostgreSQL

Intermediate
Developer
Azure Database for PostgreSQL
Azure Machine Learning

This module guides you through training and deploying an Azure Machine Learning model using automated machine learning. Then, you'll call the model directly from Azure Database for PostgreSQL - Flexible Server.

Learning objectives

  • Learn how to train and deploy an Azure Machine Learning model using automated machine learning.

  • Learn how to invoke deployed Azure Machine Learning models from Azure Database for PostgreSQL - Flexible Server.

  • Learn how to generate predictions for each row in an Azure Database for PostgreSQL - Flexible Server table.

Prerequisites

Before starting this module, you should have experience working with the PL/pgSQL language. Some knowledge of machine learning topics and Azure Machine Learning would be beneficial but not mandatory.