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Provision managed databases from the terminal: configure private DB Subnet Groups, deploy high-availability RDS PostgreSQL with Multi-AZ standby failover, tune custom Parameter Groups, authenticate via IAM database tokens, and create on-demand DynamoDB NoSQL tables.
Lessons learned from building batch and incremental ETL pipelines to extract, transform, and aggregate 41 terabytes of official document records for data science analytics.