Databricks Certified Associate Developer for Apache Spark 3.0 : Associate-Developer-Apache-Spark

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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

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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
SectionWeightObjectives
Topic 1: Troubleshooting and Tuning8%- Query plans and execution analysis
- Performance optimization
Topic 2: Apache Spark Architecture and Components28%- Lazy evaluation, transformations vs actions
- Fault tolerance and shuffle operations
- Spark execution model and hierarchy
- Driver and executor architecture
Topic 3: Using Spark SQL12%- Working with views and tables
- Querying data with Spark SQL
- Supported file formats and data sources
Topic 4: Structured Streaming8%- Output modes and triggers
- Streaming concepts and operations
Topic 5: Developing DataFrame API Applications44%- 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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