AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 188

Question

A company needs to analyze a large dataset that is stored in Amazon S3 in Apache Parquet format. The company wants to use one-hot encoding for some of the columns. The company needs a no-code solution to transform the data. The solution must store the transformed data back to the same S3 bucket for model training. Which solution will meet these requirements?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: Configure an AWS Glue DataBrew project that connects to the data. Use the DataBrew interactive interface to create a recipe that performs the one-hot encoding transformation. Create a job to apply the transformation a... Amazon S3 provides durable, scalable object storage that is fully managed. AWS Glue is a serverless ETL and data-catalog service that prepares and integrates data. AWS Config tracks resource configuration changes and evaluates compliance.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 188