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Databricks Associate-Developer-Apache-Spark certification is a valuable credential for developers who work with Apache Spark. Databricks Certified Associate Developer for Apache Spark 3.0 Exam certification demonstrates the candidate's expertise in Spark and can help them stand out in a competitive job market. Candidates can prepare for the exam by taking online courses and practice exams offered by Databricks.
Databricks Associate-Developer-Apache-Spark is a certification exam offered by Databricks, a cloud-based platform for data engineering, data science, and machine learning. Databricks Certified Associate Developer for Apache Spark 3.0 Exam certification is designed for developers who work with Apache Spark and have a solid understanding of the fundamentals of Spark. Associate-Developer-Apache-Spark exam tests the candidate's ability to implement data processing and data analysis using Spark.
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Databricks Associate-Developer-Apache-Spark Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Structured Streaming | 8% | - Output modes and triggers - Streaming concepts and operations |
| Using Spark SQL | 12% | - Querying data with Spark SQL - Working with views and tables - Supported file formats and data sources |
| Troubleshooting and Tuning | 8% | - Performance optimization - Query plans and execution analysis |
| Developing DataFrame API Applications | 44% | - Reading/writing data and partitioning - Handling missing data and duplicates - Filtering, sorting, aggregation - Column and row manipulation - User-defined functions (UDFs) |
| Apache Spark Architecture and Components | 28% | - Spark execution model and hierarchy - Lazy evaluation, transformations vs actions - Fault tolerance and shuffle operations - Driver and executor architecture |
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