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Databricks-Certified-Data-Engineer-Associate certification exam is designed to test and validate the skills and knowledge of data engineers who work with Databricks. Databricks is a cloud-based data processing and analytics platform that allows companies to process and analyze large amounts of data in real-time. Databricks Certified Data Engineer Associate Exam certification exam covers a range of topics, including data engineering, data processing, and machine learning.
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The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is a comprehensive examination that tests the skills of professionals who work with data on the Databricks platform. Databricks Certified Data Engineer Associate Exam certification is designed for individuals who are responsible for designing, building, and maintaining data pipelines, as well as data analysts, data architects, and data engineers. The Databricks Certified Data Engineer Associate certification is recognized globally and validates the skills and knowledge of individuals in the field of data engineering.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
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Databricks Databricks-Certified-Data-Engineer-Associate Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Apache Spark Data Processing Fundamentals | 20-25% | - Apply transformations and actions on DataFrames - Work with structured data types (arrays, maps, structs) - Use Spark SQL for data processing - Create and use Spark DataFrames |
| Delta Lake Fundamentals | 20-25% | - Create and manage Delta tables - Write to and read from Delta tables - Understand ACID transactions and time travel - Explain Delta Lake features and benefits |
| Python for Data Engineering | 10-15% | - Use PySpark for data processing - Implement user-defined functions (UDFs) - Work with Spark APIs in Python |
| Data Pipeline Architecture | 15-20% | - Design data pipelines for batch and streaming - Implement incremental data processing - Understand ELT vs ETL patterns - Monitor and optimize pipeline performance |
| Lakehouse Platform Concepts | 10-15% | - Understand the Lakehouse architecture and its benefits - Describe key Databricks Lakehouse platform components - Explain data governance and security concepts |
| Spark SQL and DataFrames | 15-20% | - Aggregate and group data - Handle null values and data quality - Join and union DataFrames - Write and execute Spark SQL queries |
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