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Diploma in AIOPS RQF Level 6 - Coggle Diagram
Diploma in AIOPS RQF Level 6
AWS Cloud Services
AWS CodeStar + SageMaker: Develop and deploy AI models using DevOps practices with CodeStar, while leveraging SageMaker for model training and deployment.
AWS CodePipeline + Lambda + Rekognition: Automate deployment of serverless functions using CodePipeline, with Lambda for image analysis powered by Rekognition.
CloudFormation + EC2 + Comprehend: Automate infrastructure provisioning using CloudFormation and EC2, integrating with Comprehend for natural language processing.
Elastic Beanstalk + Lex: Deploy applications using Elastic Beanstalk, integrating with Lex to add conversational interfaces.
ECS + CodeDeploy + Polly: Container orchestration with ECS, automated deployment using CodeDeploy, and text-to-speech functionality using Polly.
ECR + CodeBuild + Translate: Store container images in ECR, build them using CodeBuild, and integrate with Translate for language translation.
RDS + CloudWatch + Forecast: Monitor RDS database performance with CloudWatch, and use Forecast to predict future resource needs.
S3 + CloudTrail + GuardDuty: Monitor and secure S3 storage with CloudTrail, integrating with GuardDuty for intelligent threat detection.
API Gateway + Step Functions + Textract: Build APIs with API Gateway, create workflows with Step Functions, and extract text from documents using Textract.
CloudFront + WAF + Personalize: Deliver content using CloudFront, secure it with WAF, and personalize user experiences using Personalize.
Elastic Load Balancing + Systems Manager + Kendra: Distribute workloads with Elastic Load Balancing, manage systems using Systems Manager, and enable intelligent search with Kendra.
Auto Scaling + CloudFormation + CodeCommit: Scale resources using Auto Scaling, automate infrastructure provisioning with CloudFormation, and store code in CodeCommit.
EMR + Glue + Athena + QuickSight: Process big data using EMR and Glue, query with Athena, and visualize insights using QuickSight, powered by ML-based anomaly detection.
ElasticSearch + Kinesis + CodeStar: Analyze logs with Elasticsearch, ingest data using Kinesis, and manage development workflows with CodeStar.
Elasticache + X-Ray + Connect: Improve application performance with Elasticache, analyze traces with X-Ray, and enhance customer support using Connect.
Cloud9 + SageMaker + IAM: Collaboratively develop code in Cloud9, train and deploy ML models with SageMaker, and manage access using IAM.
App Runner + CodeArtifact + CodeGuru: Deploy applications quickly with App Runner, manage software packages with CodeArtifact, and improve code quality using CodeGuru.
Lightsail + CloudWatch + Comprehend: Deploy and manage applications on Lightsail, monitor performance with CloudWatch, and analyze text data with Comprehend.
Fargate + Lambda + Rekognition: Deploy serverless containers with Fargate, process images using Lambda, and apply object detection using Rekognition.
Batch + SQS + Textract: Schedule and manage batch jobs using AWS Batch, coordinate workloads with SQS, and extract text from scanned documents using Textract.