CODEWITHSUNDEEP
amazon-web-servicesendpointamazon-sagemaker
MonkeyDLuffy
MonkeyDLuffy

Reputation: 558

Deploying the sagemaker endpoint created as a service

I have trained a credit-fraud data set on AWS Sagemaker and created an endpoint of the model. Suppose I want to provide it as a service to my friend. He has some credit data and wanted to know whether the transaction is fraud or not. He wishes to use my endpoint. How do I share it?

  1. Should I share my ARN for endpoint? I don't think its the right way. without a common account he won't be able to use it.
  2. Or is there another way

Upvotes: 2

Views: 492

Answers (1)

bcosta12
bcosta12

Reputation: 2452

To share your model as an endpoint, you should use lambda and API Gateway to create your API.

  1. Create an API gateway that triggers a Lambda with the HTTP POST method;
  2. your lambda should instantiate the SageMaker endpoint, get the requested parameter in the event, call the SageMaker endpoint and return the predicted value. you can also create a DynamoDB to store commonly requested parameters with their answers;
  3. Send the API Gateway Endpoint to your friend.

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Upvotes: 6

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