MLA-C01 · Question #79
MLA-C01 Question #79: Real Exam Question with Answer & Explanation
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Question
A company regularly receives new training data from the vendor of an ML model. The vendor delivers cleaned and prepared data to the company's Amazon S3 bucket every 3-4 days. The company has an Amazon SageMaker pipeline to retrain the model. An ML engineer needs to implement a solution to run the pipeline when new data is uploaded to the S3 bucket. Which solution will meet these requirements with the LEAST operational effort?
Options
- ACreate an S3 Lifecycle rule to transfer the data to the SageMaker training instance and to initiate
- BCreate an AWS Lambda function that scans the S3 bucket. Program the Lambda function to
- CCreate an Amazon EventBridge rule that has an event pattern that matches the S3 upload.
- DUse Amazon Managed Workflows for Apache Airflow (Amazon MWAA) to orchestrate the pipeline
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