Professional splits 44/44/12 between Model Development, ML Ops, and Deployment, and is widely cited as Databricks' hardest exam. Full 2026 comparison and prep guide.
Both cost $200 and share the same format, but one is Python and Spark-heavy while the other is SQL-focused. Full 2026 domain breakdown and career-fit comparison.
Both cost $200 and share the same format, but one tests traditional ML workflows and the other tests RAG pipelines and LLM applications. Full 2026 comparison.
Both cost $200 and share a 70% passing score, but Professional tests production judgment Associate doesn't touch. Full 2026 domain breakdown and prep timeline.
One tests vendor-neutral Spark internals and DataFrame skills, the other tests Databricks-specific platform expertise. Full 2026 domain breakdown to clear up this pairing.
All 7 Databricks certifications cost $200 and require a 70% passing score. Complete 2026 guide to domains, salary data, and which exam to take first.
