Course Data Engineering
Theme:

Data Engineering

14 lessons building one pipeline — Python ETL, Airflow, dbt, Iceberg, and modern warehouses, on real GitHub events data.

14 Lessons ~1 hr each Python / SQL GitHub Events Dataset
📄 Download Full Course PDF 📂 Browse Sample Pipeline 📥 Download Sample Pipeline (.zip)
Module 1 Local Pipeline
01 Python ETL Fundamentals
02 Parquet & Columnar Storage
03 Data Quality with Great Expectations
Module 2 Orchestration
05 Scheduling & Backfills
06 Idempotency & Retries
Module 3 SQL Foundations
Module 4 Modern Lakehouse
Module 5 Production
12 Observability & SLAs
13 Schema Evolution & Lineage
14 Cost & Governance