A data scientist is trying to improve the accuracy of a neural network classification model. The data scientist wants to run a large hyperparameter tuning job in Amazon SageMaker. However, previous smaller tuning jobs on the same model often ran for several weeks. The ML specialist wants to reduce the computation time required to run the tuning job. Which actions will MOST reduce the computation time for the hyperparameter tuning job? (Choose two.)

Topic #: - All AWS Certified Machine Learning - Specialty Questions

A. Use the Hyperband tuning strategy.
B. Increase the number of hyperparameters.
C. Set a lower value for the MaxNumberOfTrainingJobs parameter.
D. Use the grid search tuning strategy.
E. Set a lower value for the MaxParallelTrainingJobs parameter.

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