Certification preparation
Learn at your own pace with exam-style practice tests, detailed explanations and study guides. Pick a certification and walk into the real exam with confidence.
Certification preparation helps you build confidence with focused study materials and practice tests before you book your official exam.
Browse by topic
Continue learning
Pick up where you started
All certifications
Databricks Certified Associate Developer for Apache Spark 3.0
The Databricks Certified Associate Developer for Apache Spark exam validates a candidate’s ability to work with the Spark DataFrame API to perform core data‑manipulation tasks such as…
What you’ll learn
- Apache Spark Architecture and Components
- Using Spark SQL
- Developing Apache Spark™ DataFrame/DataSet API Applications
- Troubleshooting and Tuning Apache Spark DataFrame API Applications
- Structured Streaming
- Using Spark Connect to deploy applications
- Using Pandas API on Apache Spark
Practice tests
Exam-style questions with explanations and timed simulation.
Study guide
Download the guide included with this certification pack.
About this exam
The Databricks Certified Associate Developer for Apache Spark exam validates a candidate’s ability to work with the Spark DataFrame API to perform core data‑manipulation tasks such as selecting, renaming, filtering, aggregating and handling missing data. It also tests knowledge of Spark architecture fundamentals, Structured Streaming, Spark Connect, and basic troubleshooting and tuning techniques.









