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Databricks Certified Data Engineer Associate Exam is a comprehensive exam that covers a wide range of topics related to data engineering using Databricks. Databricks-Certified-Data-Engineer-Associate exam covers topics such as data ingestion, data transformation, data storage, data processing, and data analysis using Databricks.
The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Exam is a certification exam that measures an individual's knowledge and skills in building and maintaining data pipelines using Databricks. Databricks-Certified-Data-Engineer-Associate exam is designed to assess the candidate's ability to work with different data sources and formats, handle data processing and transformations, and build and maintain scalable data pipelines.
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Databricks Certified Data Engineer Associate Exam covers a wide range of topics, including data ingestion, data transformation, data storage, data processing, and data analysis. It is designed to test the candidate's ability to work with a variety of data sources and formats, including structured, semi-structured, and unstructured data. It also tests the candidate's knowledge of data engineering best practices, such as data quality, data governance, and data security.
Databricks Certified Data Engineer Associate certification provides candidates with a globally recognized credential that can help them stand out in a competitive job market. It is a valuable asset for professionals seeking career advancement opportunities in the data engineering field. Overall, the GAQM Databricks-Certified-Data-Engineer-Associate certification exam provides a comprehensive assessment of candidates' skills and knowledge in working with Databricks, making it an essential certification for data engineers, data architects, and developers.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
| Section | Weight | Objectives |
|---|---|---|
| Apache Spark Data Processing Fundamentals | 20-25% | - Create and use Spark DataFrames - Apply transformations and actions on DataFrames - Work with structured data types (arrays, maps, structs) - Use Spark SQL for data processing |
| 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 |
| Spark SQL and DataFrames | 15-20% | - Join and union DataFrames - Handle null values and data quality - Aggregate and group data - Write and execute Spark SQL queries |
| Delta Lake Fundamentals | 20-25% | - Create and manage Delta tables - Explain Delta Lake features and benefits - Understand ACID transactions and time travel - Write to and read from Delta tables |
| Lakehouse Platform Concepts | 10-15% | - Describe key Databricks Lakehouse platform components - Explain data governance and security concepts - Understand the Lakehouse architecture and its benefits |
| Python for Data Engineering | 10-15% | - Implement user-defined functions (UDFs) - Use PySpark for data processing - Work with Spark APIs in Python |
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