A Machine Learning Specialist Is Building a Model That Will

question 7

Multiple Choice

A Machine Learning Specialist is building a model that will perform time series forecasting using Amazon SageMaker. The Specialist has finished training the model and is now planning to perform load testing on the endpoint so they can configure Auto Scaling for the model variant. Which approach will allow the Specialist to review the latency, memory utilization, and CPU utilization during the load test?

• A) Review SageMaker logs that have been written to Amazon S3 by leveraging Amazon Athena and Amazon QuickSight to visualize logs as they are being produced.
• B) Generate an Amazon CloudWatch dashboard to create a single view for the latency, memory utilization, and CPU utilization metrics that are outputted by Amazon SageMaker.
• C) Build custom Amazon CloudWatch Logs and then leverage Amazon ES and Kibana to query and visualize the log data as it is generated by Amazon SageMaker.
• D) Send Amazon CloudWatch Logs that were generated by Amazon SageMaker to Amazon ES and use Kibana to query and visualize the log data

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Definitions:

Quincy University

A private, liberal arts university located in Quincy, Illinois, known for its educational programs and community involvement.

Blue Eyes

A specific eye color that results from a lack of melanin in the iris, leading to a blue appearance due to light scattering.

Illusory Correlation

The perception of a relationship between two variables when no such relationship exists or is weaker than perceived.

Accurately Predict

The ability to foresee or anticipate an event correctly based on existing information or models.