Question

[Modeling] A Machine Learning Specialist is assigned a TensorFlow project using Amazon SageMaker for training, and needs to continue working for an extended period with no Wi-Fi access. Which approach should the Specialist use to continue working?

Accepted Answer

Download the TensorFlow Docker container used in Amazon SageMaker from GitHub to their local environment, and use the Amazon SageMaker Python SDK to test the code.

Answer

Install Python 3 and boto3 on their laptop and continue the code development using that environment.

Answer

Download TensorFlow from tensorflow.org to emulate the TensorFlow kernel in the SageMaker environment.

Answer

Download the SageMaker notebook to their local environment then install Jupyter Notebooks on their laptop and continue the development in a local notebook.

[Modeling] A Machine Learning Specialist is assigned a TensorFlow project using Amazon SageMaker for training, and needs to continue working for an…

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