AWS offers tools and services that make analyzing and processing petabytes of data in the cloud faster, simpler, and more cost effective. In this chalk talk, AWS experts provide an overview of our querying data-in-place services, such as Amazon S3 Select, Amazon Glacier Select, Amazon Athena, and Amazon Redshift Spectrum. We explore best practices around using them with other analytics services (like Amazon EMR and AWS Glue) and third-party tools to build data lakes in Amazon S3 and Amazon Glacier and deploy other analytics solutions. Our AWS experts also provide sample use cases.