| 1 | What is Amazon Athena and what problem does it solve? AWS › Amazon Athena | AWS | Amazon Athena | Beginner |
| 2 | Can Athena query data from sources other than Amazon S3? AWS › Amazon Athena | AWS | Amazon Athena | Intermediate |
| 3 | How does Athena pricing work, and how can you reduce query costs? AWS › Amazon Athena | AWS | Amazon Athena | Beginner |
| 4 | What is the AWS Glue Data Catalog and how does it relate to Athena? AWS › Amazon Athena | AWS | Amazon Athena | Intermediate |
| 5 | How does partitioning improve query performance and reduce cost in Athena? AWS › Amazon Athena | AWS | Amazon Athena | Intermediate |
| 6 | How do Athena workgroups help manage query costs and access control across teams? AWS › Amazon Athena | AWS | Amazon Athena | Advanced |
| 7 | What are the performance considerations when running very large analytical queries in Athena? AWS › Amazon Athena | AWS | Amazon Athena | Advanced |
| 8 | What is Amazon QuickSight and what is it used for? AWS › Amazon QuickSight & Business Intelligence | AWS | Amazon QuickSight & Business Intelligence | Beginner |
| 9 | What is Amazon Redshift and how is it different from a typical relational database like RDS? AWS › Amazon Redshift & Data Warehousing | AWS | Amazon Redshift & Data Warehousing | Beginner |
| 10 | What are partition keys and sort keys in DynamoDB? AWS › Amazon DynamoDB | AWS | Amazon DynamoDB | Beginner |
| 11 | What is SPICE in QuickSight and why is it important for performance? AWS › Amazon QuickSight & Business Intelligence | AWS | Amazon QuickSight & Business Intelligence | Beginner |
| 12 | What is columnar storage, and why does Redshift use it? AWS › Amazon Redshift & Data Warehousing | AWS | Amazon Redshift & Data Warehousing | Beginner |
| 13 | What are Global Secondary Indexes and Local Secondary Indexes in DynamoDB? AWS › Amazon DynamoDB | AWS | Amazon DynamoDB | Intermediate |
| 14 | What is Redshift Spectrum, and how does it let you query data outside your cluster? AWS › Amazon Redshift & Data Warehousing | AWS | Amazon Redshift & Data Warehousing | Intermediate |
| 15 | What is AWS Glue and what stages of the data pipeline process does it help automate? AWS › AWS Glue & ETL | AWS | AWS Glue & ETL | Beginner |
| 16 | What is a Glue crawler, and how does it automatically populate the AWS Glue Data Catalog? AWS › AWS Glue & ETL | AWS | AWS Glue & ETL | Beginner |
| 17 | What is the AWS Cost and Usage Report, and how does it provide more detailed data than Cost Explorer? AWS › AWS Cost Management & Billing | AWS | AWS Cost Management & Billing | Intermediate |
| 18 | What is AWS Glue Studio, and how does its visual interface simplify building ETL jobs for users less comfortable writing Spark code directly? AWS › AWS Glue & ETL | AWS | AWS Glue & ETL | Intermediate |
| 19 | How does CloudTrail Lake differ from traditional CloudTrail trails for running complex audit queries? AWS › AWS CloudTrail & Auditing | AWS | AWS CloudTrail & Auditing | Advanced |
| 20 | How does the Glue Data Catalog serve as a shared metadata layer across multiple AWS analytics services simultaneously? AWS › AWS Glue & ETL | AWS | AWS Glue & ETL | Advanced |