Create an endpoint
We will now create an endpoint for the above Deal Prediction model to allow external applications to interact with the model seamlessly and get predictions.
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Navigate to the Endpoints component in the left menu and click Create Endpoint.
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Name the endpoint as “Deal prediction”, choose the model as Deal Prediction ML pipeline model, the ML model that we created in the previous step, and click Create Endpoint.
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On the endpoint’s details page, you can test the model by providing a sample request and click Predict. For the below request, the model predicts the Stage of the deal as Closed Won.
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Click Publish and use the endpoint URL to integrate the ML model with any other applications.
Note : You can also check out this document to implement pipeline authentication to ensure secured access to endpoints, the ML models, and datasets.
Last Updated 2024-04-05 23:41:34 +0530 +0530