Data Engineering

Building the pipelines, warehouses and lakehouses that feed analytics and AI.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

dbt Labs' free course on transforming warehouse data with SQL models, tests, documentation and deployment.

dbt Labs

Once the basics are comfortable.

A free 9-week hands-on course: Docker, Terraform, workflow orchestration, data warehouses, dbt, Spark and Kafka.

DataTalks.Club

Research-level depth and specialist material.

A free course on experiment tracking, orchestration, model deployment and monitoring for ML pipelines.

DataTalks.Club