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Preparing for the Databricks-Certified-Data-Engineer-Associate exam requires a deep understanding of Databricks and its various components. Candidates should have experience with Spark SQL, Spark Streaming, and Spark MLlib, as well as a solid understanding of data modeling, data structures, and algorithms. They should also be familiar with common data storage and processing technologies, such as Hadoop, Kafka, and AWS S3.
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 |
|---|---|---|
| Topic 1: Databricks Intelligence Platform | 10% | - Platform architecture and core concepts
|
| Topic 2: Data Processing & Transformations | 31% | - Data transformation techniques
|
| Topic 3: Development and Ingestion | 30% | - Data ingestion patterns and methods
|
| Topic 4: Productionizing Data Pipelines | 18% | - Workflow orchestration
|
| Topic 5: Data Governance & Quality | 11% | - Unity Catalog implementation
|
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