Intermediate: Data Engineering

$3,950.00

Engineer cloud-scale pipelines that keep analytics teams running. Starting with modern ELT in dbt and star/ vault schemas, you’ll master Snowflake, BigQuery and Delta Lake storage, optimise Spark and Databricks for terabyte workloads, and build exactly-once streaming with Kafka and ksqlDB. The capstone delivers a production-grade pipeline plus lineage, cost dashboards and Terraform IaC—proof you’re ready for Data or Analytics Engineering roles in AWS, Azure or GCP environments.

Engineer cloud-scale pipelines that keep analytics teams running. Starting with modern ELT in dbt and star/ vault schemas, you’ll master Snowflake, BigQuery and Delta Lake storage, optimise Spark and Databricks for terabyte workloads, and build exactly-once streaming with Kafka and ksqlDB. The capstone delivers a production-grade pipeline plus lineage, cost dashboards and Terraform IaC—proof you’re ready for Data or Analytics Engineering roles in AWS, Azure or GCP environments.