AWS Machine Learning Specialty Practice Questions - AWS Certified Machine Learning - Specialty (MLS-C01) Exam - Variant 1

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A company needs to ingest real-time streaming data from IoT sensors for immediate ML inference. The data volume varies significantly throughout the day. Which AWS service combination is most cost-effective for this use case?

Amazon Kinesis Data Streams with Auto Scaling Amazon Kinesis Data Firehose with Lambda transformations Amazon MSK (Managed Streaming for Kafka) with Spot Instances Amazon SQS with EC2 Auto Scaling groups

Correct Answer:

Amazon Kinesis Data Firehose with Lambda transformations

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