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AWS Certified AI Practitioner AIF-C01 Practice Question

A hospital needs an ML solution that analyzes patient vital signs continuously and triggers alerts within one second when anomalies occur. Which inferencing approach is most appropriate?

  • Real-time (online) inference with a low-latency endpoint

  • Batch inference that runs once each hour on accumulated data

  • Offline model training jobs executed nightly

  • Batch inference performed daily on archived patient records

AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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