Exam Name: Databricks Certified Associate Developer for Apache Spark 3.0 Exam
Certification Provider: Databricks
Corresponding Certification: Databricks Certification
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Using Spark SQL | 12% | - Supported file formats and data sources - Querying data with Spark SQL - Working with views and tables |
| Troubleshooting and Tuning | 8% | - Performance optimization - Query plans and execution analysis |
| Structured Streaming | 8% | - Output modes and triggers - Streaming concepts and operations |
| Developing DataFrame API Applications | 44% | - Handling missing data and duplicates - Filtering, sorting, aggregation - Reading/writing data and partitioning - User-defined functions (UDFs) - Column and row manipulation |
| Apache Spark Architecture and Components | 28% | - Lazy evaluation, transformations vs actions - Fault tolerance and shuffle operations - Driver and executor architecture - Spark execution model and hierarchy |
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