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The cost of the Databricks Associate Developer Apache Spark Exam is 200 USD per attempt.
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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%)
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Apache Spark Architecture and Components | 20% | - Partitioning and Fault Tolerance - Driver and Executor Roles - Cluster Mode and Execution Hierarchy |
| Topic 2: Troubleshooting and Tuning | 10% | - Spark UI and Bottlenecks - Caching and Shuffle Optimization - Debugging Spark Applications |
| Topic 3: DataFrame and Dataset API Applications | 30% | - Filtering, Sorting and Aggregation - Column Selection and Manipulation - Joins and Transformations |
| Topic 4: Structured Streaming | 10% | - Watermarks and Triggers - Streaming Concepts - Stateful Processing Basics |
| Topic 5: Using Spark Connect and Pandas API on Spark | 10% | - Pandas API Integration - Remote Connectivity |
| Topic 6: Using Spark SQL | 20% | - Performance Optimization - SQL Queries and Operations - Window Functions |
