This document discusses different AWS services for data analytics and querying large datasets. It provides an overview of AWS Glue for ETL, Amazon Athena for interactive SQL queries on S3 data, and Amazon Redshift Spectrum for extending Amazon Redshift queries to data in S3. It then discusses a customer case study of NUVIAD who moved from a traditional data warehouse to using different AWS analytics services on a single S3 data lake.