Services In Scope for AWS Certified AI Practitioner

AWS services in scope for AWS Certified AI Practitioner certification:

📊 Analytics

• AWS Data Exchange
  
  Easily find, subscribe to, and use third-party data in the cloud.
  
  https://aws.amazon.com/data-exchange/

• Amazon EMR
  
  Process massive amounts of data using Apache Spark, Hive, and more.
  
  https://aws.amazon.com/emr/

• AWS Glue
  
  Serverless data integration for discovering and transforming data.
  
  https://aws.amazon.com/glue/

• AWS Glue DataBrew
  
  Visual data preparation for analysts without code.
  
  https://aws.amazon.com/glue/databrew/

• AWS Lake Formation
  
  Quickly build secure data lakes.
  
  https://aws.amazon.com/lake-formation/

• Amazon OpenSearch Service
  
  Search, analyze, and visualize data in real time.
  
  https://aws.amazon.com/opensearch-service/

• Amazon QuickSight
  
  Business intelligence dashboards and visualizations.
  
  https://aws.amazon.com/quicksight/

• Amazon Redshift
  
  Managed data warehouse for analytics.
  
  https://aws.amazon.com/redshift/

💰 Cloud Financial Management

• AWS Budgets
  
  Set usage and cost budgets with alerts.
  
  https://aws.amazon.com/aws-cost-management/aws-budgets/

• AWS Cost Explorer
  
  Visualize and manage AWS costs and usage.
  
  https://aws.amazon.com/aws-cost-management/aws-cost-explorer/

🖥 Compute

• Amazon EC2 Scalable virtual server instances in the cloud. https://aws.amazon.com/ec2/

📦 Containers

• Amazon ECS
  
  Managed container orchestration service.
  
  https://aws.amazon.com/ecs/

• Amazon EKS
  
  Managed Kubernetes service.
  
  https://aws.amazon.com/eks/

🗃️ Database

• Amazon DocumentDB
  
  Managed MongoDB-compatible document database.
  
  https://aws.amazon.com/documentdb/

• Amazon DynamoDB
  
  Serverless NoSQL key-value and document database.
  
  https://aws.amazon.com/dynamodb/

• Amazon ElastiCache
  
  In-memory caching for Redis or Memcached.
  
  https://aws.amazon.com/elasticache/

• Amazon MemoryDB
  
  Durable, Redis-compatible in-memory database.
  
  https://aws.amazon.com/memorydb/

• Amazon Neptune
  
  Graph database optimized for relationships and connected data.
  
  https://aws.amazon.com/neptune/

• Amazon RDS
  
  Managed relational database (MySQL, PostgreSQL, etc.).
  
  https://aws.amazon.com/rds/

🤖 Machine Learning

• Amazon A2I
  
  Human review workflows for machine learning predictions.
  
  https://aws.amazon.com/augmented-ai/

• Amazon Bedrock
  
  Build generative AI applications using foundation models.
  
  https://aws.amazon.com/bedrock/

• Amazon Comprehend
  
  NLP to extract insights from text.
  
  https://aws.amazon.com/comprehend/

• Amazon Fraud Detector
  
  Real-time fraud detection using ML.
  
  https://aws.amazon.com/fraud-detector/

• Amazon Kendra
  
  Intelligent enterprise search powered by ML.
  
  https://aws.amazon.com/kendra/

• Amazon Lex
  
  Build chatbots and conversational interfaces.
  
  https://aws.amazon.com/lex/

• Amazon Personalize
  
  Real-time personalization and recommendations.
  
  https://aws.amazon.com/personalize/

• Amazon Polly
  
  Text-to-speech with lifelike voices.
  
  https://aws.amazon.com/polly/

• Amazon Q
  
  AI assistant to help developers and enterprises with questions and insights.
  
  https://aws.amazon.com/q/

• Amazon Rekognition
  
  Image and video analysis using ML.
  
  https://aws.amazon.com/rekognition/

• Amazon SageMaker
  
  Fully managed ML service for building and deploying models.
  
  https://aws.amazon.com/sagemaker/

• Amazon Textract
  
  Extract text and tables from scanned documents.
  
  https://aws.amazon.com/textract/

• Amazon Transcribe
  
  Convert speech to text automatically.
  
  https://aws.amazon.com/transcribe/

• Amazon Translate
  
  Real-time, high-quality language translation.
  
  https://aws.amazon.com/translate/

🛠 Management and Governance

• AWS CloudTrail
  
  Log and monitor account activity across AWS infrastructure.
  
  https://aws.amazon.com/cloudtrail/

• Amazon CloudWatch
  
  Monitoring and observability for AWS apps and resources.
  
  https://aws.amazon.com/cloudwatch/

• AWS Config
  
  Track AWS resource configurations and changes.
  
  https://aws.amazon.com/config/

• AWS Trusted Advisor
  
  Get real-time recommendations for cost and performance.
  
  https://aws.amazon.com/premiumsupport/trustedadvisor/

• AWS Well-Architected Tool
  
  Review your workloads against AWS best practices.
  
  https://aws.amazon.com/well-architected-tool/

🌐 Networking and Content Delivery

• Amazon CloudFront
  
  Global CDN for fast and secure content delivery.
  
  https://aws.amazon.com/cloudfront/

• Amazon VPC
  
  Isolated network environment for AWS resources.
  
  https://aws.amazon.com/vpc/

🔐 Security, Identity, and Compliance

• AWS Artifact
  
  Access AWS compliance reports and security docs.
  
  https://aws.amazon.com/artifact/

• AWS Audit Manager
  
  Automate evidence collection for audits.
  
  https://aws.amazon.com/audit-manager/

• AWS IAM
  
  Manage user access and permissions for AWS services.
  
  https://aws.amazon.com/iam/

• Amazon Inspector
  
  Security assessments to identify vulnerabilities.
  
  https://aws.amazon.com/inspector/

• AWS KMS
  
  Create and control cryptographic keys.
  
  https://aws.amazon.com/kms/

• Amazon Macie
  
  Discover and protect sensitive data using ML.
  
  https://aws.amazon.com/macie/

• AWS Secrets Manager
  
  Securely store and retrieve secrets and credentials.
  
  https://aws.amazon.com/secrets-manager/

💾 Storage

• Amazon S3
  
  Scalable object storage for data backup and archiving.
  
  https://aws.amazon.com/s3/

• Amazon S3 Glacier
  
  Low-cost archival storage with flexible retrieval options.
  
  https://aws.amazon.com/glacier/