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MLA-C01 · Question #73

A company is running ML models on premises by using custom Python scripts and proprietary datasets. The company is using PyTorch. The model building requires unique domain knowledge. The company needs

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ML Model Development

Question

A company is running ML models on premises by using custom Python scripts and proprietary datasets. The company is using PyTorch. The model building requires unique domain knowledge. The company needs to move the models to AWS. Which solution will meet these requirements with the LEAST effort?

Options

  • AUse SageMaker built-in algorithms to train the proprietary datasets.
  • BUse SageMaker script mode and premade images for ML frameworks.
  • CBuild a container on AWS that includes custom packages and a choice of ML frameworks.
  • DPurchase similar production models through AWS Marketplace.

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Topics

#SageMaker Script Mode#ML Model Migration#PyTorch#Least Effort Solution
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