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Download AWS Certified Machine Learning - Specialty Exam Dumps
NEW QUESTION 34
A Data Scientist wants to gain real-time insights into a data stream of GZIP files. Which solution would allow the use of SQL to query the stream with the LEAST latency?
- A. An Amazon Kinesis Client Library to transform the data and save it to an Amazon ES cluster.
- B. Amazon Kinesis Data Analytics with an AWS Lambda function to transform the data.
- C. Amazon Kinesis Data Firehose to transform the data and put it into an Amazon S3 bucket.
- D. AWS Glue with a custom ETL script to transform the data.
Answer: B
NEW QUESTION 35
A company has raw user and transaction data stored in AmazonS3 a MySQL database, and Amazon RedShift A Data Scientist needs to perform an analysis by joining the three datasets from Amazon S3, MySQL, and Amazon RedShift, and then calculating the average-of a few selected columns from the joined data Which AWS service should the Data Scientist use?
- A. Amazon Athena
- B. Amazon QuickSight
- C. AWS Glue
- D. Amazon Redshift Spectrum
Answer: A
NEW QUESTION 36
A retail chain has been ingesting purchasing records from its network of 20,000 stores to Amazon S3 using Amazon Kinesis Data Firehose To support training an improved machine learning model, training records will require new but simple transformations, and some attributes will be combined The model needs lo be retrained daily Given the large number of stores and the legacy data ingestion, which change will require the LEAST amount of development effort?
- A. Insert an Amazon Kinesis Data Analytics stream downstream of the Kinesis Data Firehouse stream that transforms raw record attributes into simple transformed values using SQL.
- B. Deploy an Amazon EMR cluster running Apache Spark with the transformation logic, and have the cluster run each day on the accumulating records in Amazon S3, outputting new/transformed records to Amazon S3
- C. Require that the stores to switch to capturing their data locally on AWS Storage Gateway for loading into Amazon S3 then use AWS Glue to do the transformation
- D. Spin up a fleet of Amazon EC2 instances with the transformation logic, have them transform the data records accumulating on Amazon S3, and output the transformed records to Amazon S3.
Answer: A
NEW QUESTION 37
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