Create Endpoint
We will now create an endpoint for the Cancer Detection ML model to allow to interact with the model seamlessly and get predictions.
- Navigate to the Endpoints component in the left menu and click Create Endpoint.
- Provide the name of the endpoint as “Cancer_Detection”, choose the model as Pipeline_B model, the ML model that we created in the previous step and click Create Endpoint.
- In the Endpoints details page, you can first test the model by providing a sample request and click Predict. For the below request, the model predicts the record is Cancer Malignant(M).
- 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