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Last Updated: Aug 27, 2026
No. of Questions: 179 Questions & Answers with Testing Engine
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Many business owners are excited about the idea of using Databricks for their business. However, the fact is that Databricks experts can only be found at the top consulting companies. But why? What makes these companies so special? And what can you do to get the best Databricks experts for your business?
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Developing DataFrame API Applications | 44% | - Filtering, sorting, aggregation - Reading/writing data and partitioning - Column and row manipulation - User-defined functions (UDFs) - Handling missing data and duplicates |
| Topic 2: Using Spark SQL | 12% | - Supported file formats and data sources - Working with views and tables - Querying data with Spark SQL |
| Topic 3: Troubleshooting and Tuning | 8% | - Query plans and execution analysis - Performance optimization |
| Topic 4: Structured Streaming | 8% | - Streaming concepts and operations - Output modes and triggers |
| Topic 5: Apache Spark Architecture and Components | 28% | - Lazy evaluation, transformations vs actions - Spark execution model and hierarchy - Driver and executor architecture - Fault tolerance and shuffle operations |
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