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AWS CLI: https://aws.amazon.com/cli/

DevOps Guide: https://docs.aws.amazon.com/wellarchitected/latest/devops-guidance/devops-guidance.html?did=wp_card&trk=wp_card

AWS Architecture center: https://aws.amazon.com/architecture

AWS docs resources: https://docs.aws.amazon.com/whitepapers/latest/aws-overview/resources.html

DevOps: https://community.aws/concepts/devops-essentials

Courses

https://explore.skillbuilder.aws/learn/course/internal/view/elearning/15009/getting-started-with-aws-cloud-essentials
https://explore.skillbuilder.aws/learn/course/internal/view/elearning/1851/aws-technical-essentials
https://explore.skillbuilder.aws/learn/course/internal/view/elearning/2000/getting-started-with-devops-on-aws

Databases:

Database type Use cases AWS service
Relational Traditional applications, enterprise resource planning (ERP), customer relationship management (CRM), e-commerce Amazon Aurora, Amazon RDS, Amazon Redshift
Key-value High-traffic web applications, e-commerce systems, gaming applications Amazon DynamoDB
In-memory Caching, session management, gaming leaderboards, geospatial applications Amazon ElastiCache, Amazon MemoryDB for Redis
Document Content management, catalogs, user profiles Amazon DocumentDB (with MongoDB compatibility)
Wide column High-scale industrial apps for equipment maintenance, fleet management, route optimization Amazon Keyspaces
Graph Fraud detection, social networking, recommendation engines Amazon Neptune
Time series Internet of Things (IoT) applications, DevOps, industrial telemetry Amazon Timestream
Ledger Systems of record, supply chain, registrations, banking transactions Amazon Ledger Database Services (QLDB)