Amazon Athena and Lake Formation
Description
Serverless analytics with Amazon Athena and data lake governance using AWS Lake Formation for metadata management and access control.
Learning Objectives
Learners will master serverless SQL analytics using Amazon Athena, implement data lake governance with AWS Lake Formation, configure fine-grained access controls, and optimize query performance for large-scale data analytics workloads.
Topics (6)
Athena service overview, query engine, supported data formats, table creation, and basic SQL operations on S3 data.
Query optimization techniques, partitioning strategies, data format optimization, and cost control measures for Athena.
Lake Formation concepts, data lake governance, centralized permissions, and integration with other AWS services.
Row and column-level security, data permissions, IAM integration, and security policy implementation in Lake Formation.
Metadata cataloging, schema management, data discovery, lineage tracking, and governance best practices.
Service integration, permission models, query federation, and end-to-end data lake analytics solutions.