AWS – How To Deploy ML Model Using Sagemaker Endpoint Using Docker Container?


GenAI – How To Deploy ML Model Using Sagemaker Endpoint Using Docker Container?

Table Of Content:

  1. Step By Step Process Of Deployment. 

(1) Step By Step Process Of Deployment.

Step-1: Create A ECR Repository

Step-2: Push The Docker Image Into The Repository.

Step-3: Attach The Image To Sagemaker Notebook

Step-4: Host The Created Image On Sagemaker End Point.

(2) How The Sagemaker Will Invoke The Docker Container ?

(3) – How Sagemaker Internally Works ?

(4) – How Sagemaker Calls The Docker Container Internally ?

(5) – If There Are ‘N’ Different Containers Then How Sagemaker Will Decide Which Container To Call ?

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