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  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
  • Updated: Aug 08, 2026
  • Q & A: 179 Questions and Answers
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  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Developing DataFrame API Applications44%- Reading/writing data and partitioning
- Column and row manipulation
- User-defined functions (UDFs)
- Filtering, sorting, aggregation
- Handling missing data and duplicates
Topic 2: Troubleshooting and Tuning8%- Query plans and execution analysis
- Performance optimization
Topic 3: Apache Spark Architecture and Components28%- Spark execution model and hierarchy
- Fault tolerance and shuffle operations
- Lazy evaluation, transformations vs actions
- Driver and executor architecture
Topic 4: Structured Streaming8%- Streaming concepts and operations
- Output modes and triggers
Topic 5: Using Spark SQL12%- Supported file formats and data sources
- Working with views and tables
- Querying data with Spark SQL

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