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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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  • Q & A: 179 Questions and Answers
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:

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