AWS Certified Machine Learning Engineer – Associate (MLA-C01) — Question 99

A medical company is using AWS to build a tool to recommend treatments for patients. The company has obtained health records and self-reported textual information in English from patients. The company needs to use this information to gain insight about the patients.

Which solution will meet this requirement with the LEAST development effort?

Answer options

• A. Use Amazon SageMaker to build a recurrent neural network (RNN) to summarize the data.
• B. Use Amazon Comprehend Medical to summarize the data.
• C. Use Amazon Kendra to create a quick-search tool to query the data.
• D. Use the Amazon SageMaker Sequence-to-Sequence (seq2seq) algorithm to create a text summary from the data.

Correct answer: B

Explanation

The correct answer is B because Amazon Comprehend Medical is specifically designed to extract insights from medical text with minimal setup. Options A and D involve more complex machine learning models which require significant development effort. Option C, while useful for querying, does not provide the summarization required by the company.