cloud computing + data architecture

ML as a Service (Comprehend, Rekognition)

import boto3

AWS_client = boto3.client('comprehend', region_name='us-east-1')

AWS_sentiment_response = AWS_client.detect_sentiment(Text='i am so tired',LanguageCode='en')

 

AWS Lambda: functions as a service

  • run code with Lambda > analyze with Comprehend > store on S3 > serve with EC2
  • can use AWS Lambda as an endpoint
  • EC2 has tensorflow instance
  • can ask alexa to run lambda
  • cloudwatch events: trigger at a certain time

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