In advanced mode, the Machine Learning transformation runs a machine learning model and returns predictions. It uses a REST API to pass incoming data to the machine learning model and pass the predictions to downstream transformations.
The following video shows a use case for how you can use the Machine Learning transformation to incorporate a machine learning model into data integration jobs in your organization:
Before you use the Machine Learning transformation, verify that the following requirements are met:
•The machine learning model is deployed on a machine learning platform, such as Amazon SageMaker or Azure Machine Learning, and a REST endpoint is available to get predictions from the model.
•An API collection has a POST request to access the REST endpoint using a REST V3 connection.