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Exam Code: Associate-Developer-Apache-Spark
Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
Updated: Aug 22, 2026
Q & A: 179 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Troubleshooting and Tuning | 8% | - Query plans and execution analysis - Performance optimization |
| Topic 2: Apache Spark Architecture and Components | 28% | - Lazy evaluation, transformations vs actions - Fault tolerance and shuffle operations - Spark execution model and hierarchy - Driver and executor architecture |
| Topic 3: Using Spark SQL | 12% | - Working with views and tables - Querying data with Spark SQL - Supported file formats and data sources |
| Topic 4: Structured Streaming | 8% | - Output modes and triggers - Streaming concepts and operations |
| Topic 5: Developing DataFrame API Applications | 44% | - Handling missing data and duplicates - Column and row manipulation - Reading/writing data and partitioning - User-defined functions (UDFs) - Filtering, sorting, aggregation |
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