Learning Path Curriculum
Data Engineer
From raw events to trustworthy tables - modelling, loading and orchestrating the data your company actually runs on.
Modules & Skills
Curriculum Modules
Master the technical stack through sequence-oriented modules with real hands-on lab tasks.
SQL & Query Craft
The language every data platform speaks - and the only way to get an answer twice as fast.
Topics Covered (2)
Modeling & Warehousing
Star schemas, slowly changing dimensions and the layers between raw and ready.
Topics Covered (2)
Batch Ingestion & ETL
Load the data twice without breaking anything - the art of idempotent pipelines.
Topics Covered (2)
Orchestration & Scheduling
Dependencies, retries and backfills - the difference between a job and a pipeline.
Topics Covered (2)
Streaming & Event Pipelines
Events, topics and the delivery guarantees you can actually promise.
Topics Covered (2)
Change Data Capture
Read the log instead of polling the table, and keep the schema stable while you do it.
Topics Covered (2)
Data Transformations
Versioned SQL models, tests that protect them and documentation nobody has to guess at.
Topics Covered (2)
Governance & Lineage
Who owns the data, where it came from, and what must never leave the building.
Topics Covered (2)