Databricks · 2026 Edition
A complete preparation guide, edited by Johnson Ajibi, a network and security engineer with 12+ years' experience. Covers the exam format,all 7 blueprint domains, a week-by-week study plan, and proven tips for passing first time.
2–4 months
Prep time
Intermediate
Difficulty
60–90
Exam questions
700/1000
Pass mark
Exam code
Databricks-Spark-Assoc
Full name
Databricks Certified Associate Developer for Apache Spark
Vendor
Databricks
Duration
90 minutes
Questions
~0 items
Passing score
700/1000 (scaled)
Domains covered
7 blueprint domains
Recommended experience
Foundational IT knowledge recommended
Typical prep time
2–4 months
Domain percentage weights are not currently available for this exam. The checklist below is still useful for planning your study.
Phase 1
Structured Streaming
Tip: Start with the official Structured Streaming objectives, then practise questions on it.
Phase 2
Developing DataFrame/DataSet API Applications
Tip: Cover the Developing DataFrame/DataSet API Applications objectives, then answer practice questions to confirm you can apply them.
Phase 3
Using Spark SQL
Tip: Cover the Using Spark SQL objectives, then answer practice questions to confirm you can apply them.
Phase 4
Spark Architecture and Components
Tip: Cover the Spark Architecture and Components objectives, then answer practice questions to confirm you can apply them.
Phase 5
Troubleshooting and Tuning DataFrame Apps
Tip: Cover the Troubleshooting and Tuning DataFrame Apps objectives, then answer practice questions to confirm you can apply them.
Phase 6
Pandas API on Spark
Tip: Cover the Pandas API on Spark objectives, then answer practice questions to confirm you can apply them.
Phase 7
Using Spark Connect
Tip: Finish with Using Spark Connect, then re-test your weakest earlier domain before a mock exam.
Study the official exam blueprint — weight percentages tell you exactly where to invest prep time.
Practise scenario-based questions regularly — every modern cert exam is scenario-heavy.
Use spaced repetition to retain what you've learned (Courseiva does this automatically).
Book your exam date once you're scoring 80%+ consistently on practice tests.
Review explanations for every wrong answer, not just the question — the 'why' is what makes it stick.
Apply everything in this guide with adaptive practice questions, detailed answer explanations, and domain analytics.