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Exam Format and Content
Exam Length: 60 questions
Language: This exam is only available in the Python or Scala language.
Exam Duration: 120 minutes
Exam Format: Multiple choice questions
Passing score: 70%
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: 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 |
| Topic 2: Using Spark SQL | 12% | - Working with views and tables - Supported file formats and data sources - Querying data with Spark SQL |
| Topic 3: Developing DataFrame API Applications | 44% | - Filtering, sorting, aggregation - Reading/writing data and partitioning - Handling missing data and duplicates - Column and row manipulation - User-defined functions (UDFs) |
| Topic 4: Structured Streaming | 8% | - Streaming concepts and operations - Output modes and triggers |
| Topic 5: Troubleshooting and Tuning | 8% | - Query plans and execution analysis - Performance optimization |
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