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.
Certification Topics of Databricks Associate Developer Apache Spark Exam?
To begin with, Spark Architecture: Conceptual understanding (17%)
Lastly, Spark DataFrame API Applications (72%)
Then, Spark Architecture: Applied understanding (11%)
For more info read the reference:
Databricks Associate Developer Apache Spark Exam
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Using Spark SQL | 20% | - SQL Queries and Operations - Performance Optimization - Window Functions |
| DataFrame and Dataset API Applications | 30% | - Joins and Transformations - Filtering, Sorting and Aggregation - Column Selection and Manipulation |
| Apache Spark Architecture and Components | 20% | - Driver and Executor Roles - Cluster Mode and Execution Hierarchy - Partitioning and Fault Tolerance |
| Structured Streaming | 10% | - Watermarks and Triggers - Stateful Processing Basics - Streaming Concepts |
| Using Spark Connect and Pandas API on Spark | 10% | - Pandas API Integration - Remote Connectivity |
| Troubleshooting and Tuning | 10% | - Debugging Spark Applications - Spark UI and Bottlenecks - Caching and Shuffle Optimization |








