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Exam Format and Content
Language: This exam is only available in the Python or Scala language.
Exam Format: Multiple choice questions
Passing score: 70%
Exam Length: 60 questions
Exam Duration: 120 minutes
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Troubleshooting and Tuning | 8% | - Performance optimization - Query plans and execution analysis |
| Apache Spark Architecture and Components | 28% | - Lazy evaluation, transformations vs actions - Driver and executor architecture - Fault tolerance and shuffle operations - Spark execution model and hierarchy |
| Using Spark SQL | 12% | - Supported file formats and data sources - Querying data with Spark SQL - Working with views and tables |
| Structured Streaming | 8% | - Streaming concepts and operations - Output modes and triggers |
| Developing DataFrame API Applications | 44% | - User-defined functions (UDFs) - Column and row manipulation - Reading/writing data and partitioning - Filtering, sorting, aggregation - Handling missing data and duplicates |
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