Choose your path.

Data engineering learning tracks across SQL, Python, and Linux. Build a verifiable profile by shipping solutions to production-style tasks.

  • 45 Tasks Active

    Linux Systems

    Navigate the shell, manage permissions, and automate system tasks at the source.

  • 40 Tasks Active

    Python Investigations

    Automate, analyze, and debug data workflows with Python, the core track for modern data engineers.

  • 40 Tasks Active

    SQL Interrogation

    Master complex analytical queries, performance tuning, and data modeling in the warehouse.

  • Coming Soon

    dbt Analytics

    Transform data with version control and engineering best practices using dbt.

  • 20 Tasks Active

    Airflow

    Orchestrate data pipelines. Write DAGs. Debug failures.

  • Coming Soon

    Spark

    Process large datasets with PySpark in local cluster mode.

  • Coming Soon

    Terraform

    Provision and audit data infrastructure as code.

  • Coming Soon

    Docker

    Build, ship, and debug containerized data services.

  • Coming Soon

    Kafka

    Design streaming pipelines with topics, consumers, and exactly-once patterns.

  • Coming Soon

    AWS

    Architect and debug resilient cloud infrastructure. Handle live AWS scaling incidents.