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Certification Topics of Databricks Associate Developer Apache Spark Exam?
Lastly, Spark DataFrame API Applications (72%)
Then, Spark Architecture: Applied understanding (11%)
To begin with, Spark Architecture: Conceptual understanding (17%)
The Exam cost of Databricks Associate Developer Apache Spark Exam?
The cost of the Databricks Associate Developer Apache Spark Exam is 200 USD per attempt.
Exam Format and Content
Language: This exam is only available in the Python or Scala language.
Passing score: 70%
Exam Duration: 120 minutes
Exam Format: Multiple choice questions
Exam Length: 60 questions
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Structured Streaming | 8% | - Streaming concepts and operations - Output modes and triggers |
| Using Spark SQL | 12% | - Querying data with Spark SQL - Supported file formats and data sources - Working with views and tables |
| Developing DataFrame API Applications | 44% | - Handling missing data and duplicates - Column and row manipulation - Filtering, sorting, aggregation - User-defined functions (UDFs) - Reading/writing data and partitioning |
| Apache Spark Architecture and Components | 28% | - Driver and executor architecture - Lazy evaluation, transformations vs actions - Spark execution model and hierarchy - Fault tolerance and shuffle operations |
| Troubleshooting and Tuning | 8% | - Performance optimization - Query plans and execution analysis |






