Try and practice the latest Databricks : Associate-Developer-Apache-Spark real questions & answers

Last Updated: Jul 17, 2026

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Prerequisites for the Databricks Associate Developer Apache Spark Exam?

  • You need to be able to complete the individual data manipulation task with the help of the Spark DataFrameAPI.
  • If you have a basic understanding of the architecture, you can use adaptive query execution.

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

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