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    PracticeAWS Solutions Architect Associate (SAA-C03)AWS SAA-C03 Practice Exam 6Question 44
    Hard1 markMultiple Choice
    Domain 3.2: Compute PerformanceEC2Machine LearningCompute

    AWS SAA-C03 · Question 44 · Domain 3.2: Compute Performance

    A data science team is running machine learning training jobs on Amazon EC2. The jobs take days to complete. The team wants to significantly reduce the training time by using instances equipped with specialized hardware designed specifically for machine learning acceleration.<br/><br/>Which EC2 instance family should a solutions architect recommend?

    Answer options:

    A.

    C instances (Compute Optimized)

    B.

    R instances (Memory Optimized)

    C.

    P or G instances (Accelerated Computing)

    D.

    I instances (Storage Optimized)

    How to approach this question

    Match the workload (Machine Learning) to the correct EC2 instance family.

    Full Answer

    C.P or G instances (Accelerated Computing)✓ Correct
    Accelerated computing instances (P, G, Inf families) use hardware accelerators like GPUs or AWS Inferentia to perform complex calculations required for machine learning much faster than standard CPUs.

    Common mistakes

    Choosing Compute Optimized (C) instances, missing the need for GPU acceleration in ML training.
    Question 43All questionsQuestion 45

    Practice the full AWS SAA-C03 Practice Exam 6

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