Solution Deployment: Home property values with Oracle Autonomous Database, Machine Learning and APEX

How do you deploy a machine-learning solution in an application? In this session, learn how to use Oracle Autonomous Database with Oracle Machine Learning (OML) and Oracle APEX services for fast and easy development of machine learning (ML) models in Autonomous Database. See how to use Oracle APEX to visualize and operationalize ML model predictions.

This solution deployment demonstration, based on Brooklyn property value data, details how to use OML with AutoML to train an ML model on 15 years of historical property transactions, and then use those models within Oracle APEX to estimate the market value of homes across Brooklyn, NY.

The ML pipeline developed for this demo can be easily adapted for a wide variety of ML use cases that Oracle customers face today, such as forecasting needs, demand, expenses, etc, as well as what-if scenario modeling.