Introduction to AutoML

Note:

This guide covers the low-level details on AutoML. For information about using AutoML as your provider in IntegratedML, see the IntegratedML User Guide.

AutoML is an automated machine learning system developed by InterSystems, housed within InterSystems IRIS® data platform. It is designed to quickly build accurate predictive models using your data, automating several key components of the machine learning process:

The Machine Learning Process

Machine Learning is a multi-step process. Each step happens one or more times and may require human input.

Automating the Machine Learning Process

AutoML automates the bulk of the Machine Learning process, making it simpler and faster to create a ready-to-use model.

After you train your model with AutoML, you can easily deploy your model by using the SQL syntax provided by IntegratedML.

Highlighted Features of AutoML