Databricks Academy is Databricks' own training platform, and its content maps directly to the exam guide. The free Intermediate Data Engineer pathway covers the role, the paid Data Engineering with Databricks course is listed in the official guide as related training, and paid options include hands-on labs in hosted Databricks environments and public or private instructor-led classes.
Academy doesn't mention official practice exams, and no baseline diagnostic, readiness score or adaptive plan was found. Its private instructor-led training includes an AI Teaching Assistant, but self-paced learners don't get an AI tutor, so checking exam readiness happens elsewhere.
Edureify supplies that layer: a diagnostic across data transformation and modeling, data ingestion, and Lakeflow Jobs orchestration, a roadmap that adapts as you practice, and a Readiness Score with a predicted ready-by date.