Databricks · Official Blueprint · Last reviewed May 2026
The official Databricks Databricks-Spark-Assoc exam covers 7 domains. The vendor does not publish percentage weights for these domains — treat each as an equal part of the exam blueprint.
Covers the topics, concepts, and applied skills examined under the Structured Streaming domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Structured Streaming questionsCovers the topics, concepts, and applied skills examined under the Developing DataFrame/DataSet API Applications domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Developing DataFrame/DataSet API Applications questionsCovers the topics, concepts, and applied skills examined under the Using Spark SQL domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Using Spark SQL questionsCovers the topics, concepts, and applied skills examined under the Spark Architecture and Components domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Spark Architecture and Components questionsCovers the topics, concepts, and applied skills examined under the Troubleshooting and Tuning DataFrame Apps domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Troubleshooting and Tuning DataFrame Apps questionsCovers the topics, concepts, and applied skills examined under the Pandas API on Spark domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Pandas API on Spark questionsCovers the topics, concepts, and applied skills examined under the Using Spark Connect domain. Study the official exam objectives and practise questions in this area to build confidence and accuracy before your exam.
Practice Using Spark Connect questionsThe vendor does not currently publish percentage weights for these domains, so Courseiva does not rank them by weight.
Work through each domain systematically — cover fundamentals first, then applied and scenario-based topics.
Never skip a domain regardless of perceived importance. Full coverage is required to pass.
Use Courseiva domain analytics to track your accuracy per domain and route extra questions to your weak areas.
Courseiva tracks your accuracy per domain automatically and routes you toward your weakest areas — no manual configuration needed.