Labs
Proof-first learning. Every lab ships an artifact.
- Airflow Pipeline (Real DAG) — intermediate · 4–8 hours
- API Data Product — intermediate · 4–8 hours
- Capstone: Public Data Platform — advanced · 10–20 hours
- Data Quality Gate — intermediate · 3–6 hours
- ETL → ELT Upgrade — beginner · 3–6 hours
- Local Warehouse in a Box — beginner · 2-4 hours
- Metrics + Observability — intermediate · 4–8 hours
- S3 Lakehouse Basics — intermediate · 4–8 hours
- Streaming Starter (No Toys) — advanced · 6–10 hours
- Terraform a Data Stack — advanced · 5–10 hours