Databricks - Associate Developer for Apache Spark
About this Certification
An overview of what this certification covers
This certification validates a candidate's ability to build data processing applications with Apache Spark using the PySpark DataFrame and Dataset APIs, Spark SQL, and Structured Streaming. The exam assesses knowledge of Spark's architecture and execution model (driver, executors, jobs, stages, tasks, DAG, lazy evaluation, narrow vs wide transformations, shuffles, caching, AQE), selecting/manipulating/filtering/joining/aggregating data via the DataFrame API and SQL, tuning and troubleshooting DataFrame workloads, developing Structured Streaming pipelines with watermarking and checkpointing, deploying applications with Spark Connect, and using the Pandas API on Spark. All code snippets on the exam are in Python (PySpark), and content is aligned to Apache Spark 3.5.
Official Exam Specs
What to expect on exam day
Note: Exam specifications, pricing, and validity are subject to change. Always verify the most up-to-date information on the official provider's page before scheduling your exam.
Our Prep Material
Everything you need to pass
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Course Content
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Frequently Asked Questions
How many questions are on the Databricks - Associate Developer for Apache Spark exam?
The Databricks - Associate Developer for Apache Spark exam contains 45 questions and lasts 90 minutes. Always confirm the latest exam blueprint on the official page before scheduling.
What is the passing score for Databricks - Associate Developer for Apache Spark?
The passing score is 70%.
How long is the Databricks - Associate Developer for Apache Spark exam?
You get 90 minutes to complete the exam. The MyCertStack exam simulator uses the same time budget so you can build pacing under realistic pressure.
How much does the Databricks - Associate Developer for Apache Spark exam cost?
The official exam fee is $200 USD at the time of writing. Pricing can vary by region and is set by Databricks - always confirm on the official page.
How long is the Databricks - Associate Developer for Apache Spark certification valid?
The certification is valid for 2 years from the date you pass. After that, you'll need to recertify to keep your credential current.
Are these official Databricks - Associate Developer for Apache Spark exam questions?
No. MyCertStack provides original practice questions, sample exam questions, and a realistic exam simulator written by our team to mirror the style and difficulty of the real exam. They are not dumps and are not the actual questions used by Databricks.
How should I prepare for the Databricks - Associate Developer for Apache Spark exam?
Work through the structured study material chapter by chapter, then drill the practice zone for each topic until you consistently score above the passing threshold. Finish with at least two full exam simulations under timed conditions before sitting the real exam.