Incorta with DataRobot Prediction API Overview

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• Overview
• Code for call to the prediction API
• Links to articles that use the APIs under different scenarios

 

Overview

This article is part of the series of articles for integrating Incorta with AI/ML platform.

The assumptions are that you have created the ML model in DataRobot and the endpoint has been enabled on the DataRobot side.

DataRobot provides a Python API that can be called by the client to perform the prediction.

The DataRobot prediction API includes Real-time API and Batch API. You can use either way to deploy in Incorta premise or Incorta Cloud.

Code for call to the prediction API

Go to DataRobot, follow the below navigation and get the prediction API scripting code.  This code can then be used by Incorta.

Links to articles that use the APIs under different scenarios

Incorta On-premises with DataRobot Real-time Prediction API
Incorta On-premises with DataRobot Batch Prediction API
Incorta Cloud with DataRobot GCP Real-time Prediction API
Incorta Cloud with DataRobot GCP Batch Prediction API