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Design an aws ML architecture with SageMaker for model training and deployment, S3 for data storage, Glue for ETL, Athena for data querying, Lambda for inference endpoints, API Gateway for ML APIs, Kinesis for real-time predictions, Comprehend for NLP, Rekognition for image analysis, and integration with business applications for AI-powered features.
AWS Machine Learning Platform
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AWS Healthcare Data Platform
Design an aws healthcare architecture with HIPAA-compliant infrastructure, S3 for medical records storage, Comprehend Medical for NLP, HealthLake for healthcare data analytics, API Gateway with authentication, Lambda for data processing, encrypted databases, audit logging with CloudTrail, and integration with healthcare systems and EHR platforms.
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AWS Financial Trading Platform
Create an aws trading platform with low-latency EC2 instances, enhanced networking, TimeStream for tick data, Kinesis for real-time data streams, Lambda for trade execution, DynamoDB for order management, ElastiCache for market data caching, and compliance monitoring with CloudTrail and Config for regulatory requirements.
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AWS DevOps CI/CD Pipeline
Design an aws DevOps architecture with CodeCommit for source control, CodeBuild for compilation and testing, CodeDeploy for automated deployment, CodePipeline for orchestration, Elastic Beanstalk for application hosting, ECR for container registry, CloudFormation for infrastructure as code, X-Ray for distributed tracing, and integration with third-party tools like Jenkins and GitHub.
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