AWS Certified Machine Learning – Specialty — Question 43

A Machine Learning Specialist needs to be able to ingest streaming data and store it in Apache Parquet files for exploration and analysis.
Which of the following services would both ingest and store this data in the correct format?

Answer options

Correct answer: C

Explanation

The correct answer is C, Amazon Kinesis Data Firehose, as it is specifically designed to ingest and transform streaming data into formats like Apache Parquet for storage. AWS DMS is for database migration, Amazon Kinesis Data Streams is for data streaming but does not handle storage, and Amazon Kinesis Data Analytics is focused on processing data rather than storage.