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A Machine Learning Specialist Wants to Bring a Custom Algorithm

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A Machine Learning Specialist wants to bring a custom algorithm to Amazon SageMaker. The Specialist implements the algorithm in a Docker container supported by Amazon SageMaker. How should the Specialist package the Docker container so that Amazon SageMaker can launch the training correctly?


Definitions:

Traditional ECT

Electroconvulsive therapy as traditionally administered, where electric currents are passed through the brain to trigger a brief seizure as treatment for severe mental illnesses.

Side Effects

Unintended and usually adverse effects of a drug or medical treatment.

Halfway House

A facility that provides support and residence for people transitioning from prison, rehab, or similar situations into mainstream society.

Tertiary Prevention

Interventions designed to manage and reduce the impact of an already established disease by minimizing its symptoms and complications.

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