← Pathways
Pathway · Active series
Zero to Data Engineer
From warehouse design to cloud-scale pipelines.
An ongoing three-bootcamp pathway for modern data infrastructure: warehouses, pipelines at scale, and big data on the cloud. Take them in order, or enter where your skills already sit.
The three stages
Bootcamp 01 is available as recordings. Bootcamp 02 is starting soon. Bootcamp 03 follows as an incoming cohort.
- 01Data Warehouse Design Fundamentals10 WeeksSQL and PostgreSQL foundations, medallion warehousing, dimensional modeling, analytics engineering with dbt, and cloud warehouses on Snowflake and BigQuery.
- 02Building Data Pipelines at Scale10 WeeksIngest with Airbyte, orchestrate with Airflow, transform with dbt, validate with Great Expectations, scale with Spark, and stream with Kafka.
- 03Big Data on the Cloud10 WeeksMulti-cloud foundations, storage and compute, Delta lakehouse, Snowflake at scale, Terraform, and CI/CD for data pipelines.
Bootcamps in this pathway
Prepares you to design warehouses, ship production pipelines, and operate multi-cloud data platforms that serious AI & ML work depends on.Pick a stage. Or take all three.
