A Machine Learning Specialist Previously Trained a Logistic Regression Model

question 102

Multiple Choice

A Machine Learning Specialist previously trained a logistic regression model using scikit-learn on a local machine, and the Specialist now wants to deploy it to production for inference only. What steps should be taken to ensure Amazon SageMaker can host a model that was trained locally?

• A) Build the Docker image with the inference code. Tag the Docker image with the registry hostname and upload it to Amazon ECR.
• B) Serialize the trained model so the format is compressed for deployment. Tag the Docker image with the registry hostname and upload it to Amazon S3.
• C) Serialize the trained model so the format is compressed for deployment. Build the image and upload it to Docker Hub.
• D) Build the Docker image with the inference code. Configure Docker Hub and upload the image to Amazon ECR.

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Definitions:

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