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The GAQM Databricks-Certified-Data-Engineer-Associate exam is a highly respected certification that validates a candidate's expertise in using Databricks to build and maintain data pipelines. It is an excellent way for data engineers to demonstrate their skills and knowledge in this critical area of data management. By earning this certification, data engineers can enhance their careers and help their organizations to unlock the full potential of their data.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Exam is a professional certification exam designed to measure the knowledge, skills, and abilities of data engineers who work with Databricks. Databricks is a cloud-based big data processing and analytics platform that is used by organizations of all sizes to manage large volumes of data and gain valuable insights. Databricks-Certified-Data-Engineer-Associate exam is intended for data engineers who are responsible for designing, building, and maintaining data pipelines, data lakes, and data warehouses using Databricks.
| Section | Objectives |
|---|---|
| Data Processing and Transformations | - PySpark DataFrame transformations - User-defined functions (UDFs) - Delta Lake fundamentals (tables, transactions, optimization) - Apache Spark SQL operations (joins, aggregations, filtering) |
| Databricks Lakehouse Platform Fundamentals | - Workspace, architecture, and core platform concepts - Clusters, notebooks, and basic Databricks environment usage |
| Productionizing Data Pipelines | - Scheduling and monitoring jobs - Pipeline deployment and operationalization - Databricks Workflows / Jobs orchestration |
| Data Ingestion and ELT Development | - Handling structured and semi-structured data - Data ingestion using Spark SQL and PySpark - ETL patterns and transformations |
| Data Governance and Quality | - Data access control and governance - Data quality concepts and management - Unity Catalog basics |
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