Databricks Associate-Developer-Apache-Spark : 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: Sep 14, 2026

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About Databricks Associate-Developer-Apache-Spark Exam

Certification Topics of Databricks Associate Developer Apache Spark Exam?

  • Lastly, Spark DataFrame API Applications (72%)

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

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

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The Exam cost of Databricks Associate Developer Apache Spark Exam?

The cost of the Databricks Associate Developer Apache Spark Exam is 200 USD per attempt.

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

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

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