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.

1. Navigate to the Endpoints component in the left menu and click Create Endpoint.

2. 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.

3. 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.

4. Click Publish and use the endpoint URL to integrate the ML model with any other applications.