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  • Exam Code: Associate-Developer-Apache-Spark
  • Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
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  • Exam Code: Associate-Developer-Apache-Spark
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Using Spark SQL20%- SQL Queries and Operations
- Window Functions
- Performance Optimization
Topic 2: Structured Streaming10%- Streaming Concepts
- Watermarks and Triggers
- Stateful Processing Basics
Topic 3: Using Spark Connect and Pandas API on Spark10%- Remote Connectivity
- Pandas API Integration
Topic 4: Troubleshooting and Tuning10%- Caching and Shuffle Optimization
- Spark UI and Bottlenecks
- Debugging Spark Applications
Topic 5: Apache Spark Architecture and Components20%- Driver and Executor Roles
- Partitioning and Fault Tolerance
- Cluster Mode and Execution Hierarchy
Topic 6: DataFrame and Dataset API Applications30%- Joins and Transformations
- Column Selection and Manipulation
- Filtering, Sorting and Aggregation

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