Data Engineering Foundations

Move data from source systems to a warehouse without hand-holding: schema design, idempotent batch jobs, orchestration, backfills, and quality gates that stop bad rows at the door.

Syllabus

1. 01 Modelling

   Grain, keys, and naming that outlives the person who chose it.

   1. 01 Modelling for analytics text 50 min
2. 02 Pipelines

   Idempotent batch jobs and orchestration with sane failure semantics.

   1. 01 Batch pipelines that rerun cleanly text 50 min
   2. 02 Orchestration video 50 min
3. 03 Quality and Capstone

   Warehouse performance, data quality gates, and one table shipped end to end.

   1. 01 Warehouse performance text 45 min
   2. 02 Data quality gates text 45 min
   3. 03 Capstone: source to dashboard text 60 min

Topic material unlocks in your dashboard once your seat is confirmed. Trial modules are open to any signed-in learner.