Building governed data platforms on AWS
Hands-on architecture patterns for S3 data lakes, Glue, Lambda, Step Functions, Athena, Lake Formation and federated access.
Audience: Cloud data teams, architects, senior engineers
Workshops
Workshop pages here describe the learning paths and public catalog. The detailed workshop materials can be generated by the external Revel-based HTML/PDF project and linked from each catalog entry.
Hands-on architecture patterns for S3 data lakes, Glue, Lambda, Step Functions, Athena, Lake Formation and federated access.
Audience: Cloud data teams, architects, senior engineers
A practical workshop on delivery patterns, orchestration, testing, observability and release discipline for data products.
Audience: Data engineers, analytics engineers, technical leads
A bridge between production data engineering and model operations, focused on feature pipelines, lineage, quality and deployment boundaries.
Audience: Data engineers, ML engineers, platform teams