Updated: Aug 17, 2026
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| Certification Vendor: | Databricks |
| Exam Name: | Databricks Certified Associate Developer for Apache Spark 3.0 Exam |
| Exam Number: | Associate-Developer-Apache-Spark |
| Related Certifications: | Databricks Certified Professional Data Engineer Databricks Certified Associate Data Engineer |
| Exam Duration: | 120 minutes |
| Certificate Validity Period: | 2 years |
| Exam Price: | $200 USD |
| Real Exam Qty: | 60 |
| Exam Format: | Multiple Choice, Multiple Select |
| Passing Score: | 70% |
| Available Languages: | English |
| Recommended Training: | Databricks Exam Guide Databricks Academy - Apache Spark for Developers |
| Exam Registration: | Databricks Certification Portal |
| Sample Questions: | Databricks Associate-Developer-Apache-Spark Sample Questions |
| Exam Way: | Online proctored or in-person at authorized test centers |
| Pre Condition: | Basic programming experience in Python or Scala; working knowledge of SQL; recommended 6+ months of hands-on Spark experience |
| Official Syllabus URL: | https://www.databricks.com/learn/certification/apache-spark-developer-associate |
| Section | Weight | Objectives |
|---|---|---|
| Developing DataFrame API Applications | 44% | - Reading/writing data and partitioning - Column and row manipulation - User-defined functions (UDFs) - Filtering, sorting, aggregation - Handling missing data and duplicates |
| Structured Streaming | 8% | - Streaming concepts and operations - Output modes and triggers |
| Using Spark SQL | 12% | - Querying data with Spark SQL - Working with views and tables - Supported file formats and data sources |
| Troubleshooting and Tuning | 8% | - Performance optimization - Query plans and execution analysis |
| Apache Spark Architecture and Components | 28% | - Lazy evaluation, transformations vs actions - Spark execution model and hierarchy - Driver and executor architecture - Fault tolerance and shuffle operations |
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