A Company Is Observing Low Accuracy While Training on the Default

question 82

Multiple Choice

A company is observing low accuracy while training on the default built-in image classification algorithm in Amazon SageMaker. The Data Science team wants to use an Inception neural network architecture instead of a ResNet architecture. Which of the following will accomplish this? (Choose two.)

• A) Customize the built-in image classification algorithm to use Inception and use this for model training.
• B) Create a support case with the SageMaker team to change the default image classification algorithm to Inception.
• C) Bundle a Docker container with TensorFlow Estimator loaded with an Inception network and use this for model training.
• D) Use custom code in Amazon SageMaker with TensorFlow Estimator to load the model with an Inception network, and use this for model training.
• E) Download and apt-get install the inception network code into an Amazon EC2 instance and use this instance as a Jupyter notebook in Amazon SageMaker. Download and apt-get install the inception network code into an Amazon EC2 instance and use this instance as a Jupyter notebook in Amazon SageMaker.

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Definitions:

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Preprogrammed

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