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Introduction to Models as Web Endpoints

Introduction to Models as Web Endpoints

Role and need for web endpoints for predictive models.

Predictive model as a web endpoint

In order for a machine learning model to be useful, you need a way of sharing the results with other services and applications within your organization. While you can precompute results and save them to a database using a batch pipeline approach, it’s often necessary to respond to requests in real-time with up-to-date ...