AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 301

Question

A machine learning (ML) specialist is using the Amazon SageMaker DeepAR forecasting algorithm to train a model on CPU-based Amazon EC2 On-Demand instances. The model currently takes multiple hours to train. The ML specialist wants to decrease the training time of the model. Which approaches will meet this requirement? (Choose two.)

Accepted Answer

Correct answer: C, D. The correct answer is C, D. Option C: Replace CPU-based EC2 instances with GPU-based EC2 instances. Option D: Use multiple training instances. Amazon EC2 provides resizable virtual servers when you need full control of the operating system.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 301