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:

Inventory Value

The total cost or market value of all the goods and products held by a company intended for sale in the ordinary course of business.

Rising Prices

Refers to an economic condition where the general level of prices for goods and services increases over a period of time.

LIFO Liquidation

A reduction in inventory that results when the number of units sold exceeds the number of units purchased, often resulting in lower costs and higher profits under Last-In, First-Out accounting.

Interim Reporting

The financial statements issued by a company for a period less than its full fiscal year, often quarterly, to provide timely information to investors.