Data Engineering Foundations
You moved from analyst to data engineer and the modern stack is bewildering. Learn ELT, modeling, and orchestration end to end, so the role finally feels like a craft instead of a tool zoo.
Analytics Engineering with dbt
Your warehouse is a tangle of CTEs nobody trusts. Learn dbt modeling, testing, and documentation, so you build a warehouse other people will actually rely on.
Streaming Data Pipelines
Your team wants real-time and Kafka is staring back at you. Learn Flink, exactly-once, and the patterns that decide when streaming is the right call versus a costly mistake.
Data Warehousing Deep Dive
Your Snowflake bill keeps climbing and your queries are still slow. Learn the modeling and tuning patterns specific to Snowflake, BigQuery, and Redshift, so each warehouse stops surprising you.
Data Quality & Observability
Your dashboards keep breaking and stakeholders stop trusting the numbers. Learn the tests, contracts, and SLAs that turn your warehouse into a system instead of a swamp.