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Exam Format and Content

  • Exam Duration: 120 minutes

  • Passing score: 70%

  • Exam Format: Multiple choice questions

  • Exam Length: 60 questions

  • Language: This exam is only available in the Python or Scala language.

Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:

SectionWeightObjectives
Structured Streaming10%- Stateful Processing Basics
- Streaming Concepts
- Watermarks and Triggers
Using Spark SQL20%- Window Functions
- SQL Queries and Operations
- Performance Optimization
Apache Spark Architecture and Components20%- Cluster Mode and Execution Hierarchy
- Driver and Executor Roles
- Partitioning and Fault Tolerance
Troubleshooting and Tuning10%- Caching and Shuffle Optimization
- Spark UI and Bottlenecks
- Debugging Spark Applications
Using Spark Connect and Pandas API on Spark10%- Pandas API Integration
- Remote Connectivity
DataFrame and Dataset API Applications30%- Joins and Transformations
- Column Selection and Manipulation
- Filtering, Sorting and Aggregation

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