Databricks Associate-Developer-Apache-Spark real exam prep : Databricks Certified Associate Developer for Apache Spark 3.0 Exam

  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
  • Updated: Aug 26, 2026
  • Q&As: 179 Questions and Answers

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Databricks Associate Developer Apache Spark Exam

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Certification Topics of Databricks Associate Developer Apache Spark Exam?

  • To begin with, Spark Architecture: Conceptual understanding (17%)

  • Lastly, Spark DataFrame API Applications (72%)

  • Then, Spark Architecture: Applied understanding (11%)

Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Structured Streaming10%- Stateful Processing Basics
- Watermarks and Triggers
- Streaming Concepts
Topic 2: Troubleshooting and Tuning10%- Debugging Spark Applications
- Caching and Shuffle Optimization
- Spark UI and Bottlenecks
Topic 3: Using Spark Connect and Pandas API on Spark10%- Pandas API Integration
- Remote Connectivity
Topic 4: Apache Spark Architecture and Components20%- Cluster Mode and Execution Hierarchy
- Partitioning and Fault Tolerance
- Driver and Executor Roles
Topic 5: Using Spark SQL20%- Performance Optimization
- Window Functions
- SQL Queries and Operations
Topic 6: DataFrame and Dataset API Applications30%- Joins and Transformations
- Column Selection and Manipulation
- Filtering, Sorting and Aggregation

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