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The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is a highly sought-after certification for professionals who want to validate their skills and knowledge in data engineering. Databricks-Certified-Data-Engineer-Associate exam is designed to test the candidate's ability to work with data engineering tools and technologies, including Apache Spark, Apache Hadoop, and Databricks.
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 certification that is designed to test the skills and knowledge of data engineers who work with Databricks. Data engineers play a critical role in any organization that relies on data to make decisions. They are responsible for the design, construction, and maintenance of data pipelines, data models, and data warehouses.
Passing the Databricks Certified Data Engineer Associate certification exam is a great achievement that can enhance the career prospects of the candidates. Databricks Certified Data Engineer Associate Exam certification exam is recognized globally and is highly valued by the employers. Certified Data Engineer Associates can work as data engineers, data architects, data analysts, machine learning engineers, and data scientists in various industries such as healthcare, finance, retail, and technology. Databricks Certified Data Engineer Associate Exam certification exam is also a stepping stone towards the advanced Databricks Certified Data Engineer Professional certification exam.
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Databricks Certified Data Engineer Associate certification is suitable for data engineers, data scientists, and other professionals who work with big data and want to demonstrate their expertise in Databricks. It is also relevant for organizations that use Databricks to process and analyze large amounts of data, as it ensures that their employees have the necessary skills and knowledge to work with the platform effectively.
Databricks Databricks-Certified-Data-Engineer-Associate Exam Syllabus Topics:
| Section | Weight | Objectives |
| Productionizing Data Pipelines | 18% | - Workflow orchestration
- 1. Lakeflow Jobs creation and management
- 2. Scheduling, triggers, and dependencies
- Deployment and CI/CD
- 1. Databricks Asset Bundles
- 2. Version control integration
- Monitoring and troubleshooting
- 1. Logging and error handling
- 2. Pipeline reliability and recovery
|
| Data Governance & Quality | 11% | - Unity Catalog implementation
- 1. Data governance model
- 2. Permissions and access control
- Data quality and reliability
- 1. Data validation and quality checks
- 2. Schema enforcement and evolution
|
| Development and Ingestion | 30% | - Data ingestion patterns and methods
- 1. Batch and streaming ingestion
- 2. Connecting to external data sources
- 3. Delta Lake basics and usage
- Notebook development fundamentals
- 1. Data exploration and validation
- 2. Using PySpark and Spark SQL
|
| Databricks Intelligence Platform | 10% | - Platform architecture and core concepts
- 1. Data layout and optimization: partitioning, file sizing, caching
- 2. Workspace navigation and management
- 3. Compute options: clusters, SQL warehouses, serverless
|
| Data Processing & Transformations | 31% | - Data transformation techniques
- 1. Complex data processing logic
- 2. DataFrame operations and transformations
- 3. Aggregations, joins, and window functions
- Query optimization and performance
- 1. Optimization strategies
- 2. Understanding query plans
|