🧱 Day 1: Architecting for Value

Day 1: Architecting for Value — Data Value Chains & Infrastructure Setup

• Identify monetization-ready data assets in your organization

• Understand direct vs indirect monetization paths (productization, internal optimization, external APIs)

• Set up environments for scalable data operations (Docker, Airflow, Spark clusters, Cloud functions)

• Build your monetization infrastructure:

  • Data lakes vs data warehouses (Delta Lake, BigQuery)

  • Data governance frameworks (GDPR, DMBOK)

  • Data catalogs (Apache Atlas, OpenMetadata)

Tools: Apache Spark, Docker, Airflow, Delta Lake, BigQuery
Focus: Architecture • Infrastructure • Value Mapping