Exam Name: Databricks Certified Data Engineer Associate Exam
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Corresponding Certification: Databricks Certification
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The GAQM Databricks-Certified-Data-Engineer-Associate certification exam is designed to test the skills and knowledge of data engineers who use Databricks for data processing and analysis. Databricks is a cloud-based data engineering platform that provides an integrated environment for data engineers to collaborate and build data pipelines. Databricks Certified Data Engineer Associate Exam certification exam covers a range of topics related to Databricks, including data ingestion, data transformation, data processing, and data analysis.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
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The Databricks Databricks-Certified-Data-Engineer-Associate exam consists of 60 multiple-choice questions that must be completed in 90 minutes. The passing score for the exam is 70%, and candidates who pass the exam will receive a certificate that validates their knowledge and expertise in Databricks. Databricks Certified Data Engineer Associate Exam certification is recognized globally and is a valuable asset for data engineers who want to advance their careers and demonstrate their proficiency in Databricks.
Databricks Certified Data Engineer Associate certification exam covers topics such as data engineering concepts, data ingestion, data processing, data storage, and data transformation using Apache Spark and Delta Lake. Candidates who pass Databricks-Certified-Data-Engineer-Associate exam will have a deep understanding of the Databricks platform and will be able to design, build, and maintain data pipelines that are scalable, reliable, and efficient. Databricks Certified Data Engineer Associate Exam certification is ideal for data engineers, data analysts, and data scientists who work with big data and want to enhance their skills and advance their careers.
Databricks Databricks-Certified-Data-Engineer-Associate Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Python for Data Engineering | 10-15% | - Work with Spark APIs in Python - Implement user-defined functions (UDFs) - Use PySpark for data processing |
| Topic 2: Lakehouse Platform Concepts | 10-15% | - Explain data governance and security concepts - Understand the Lakehouse architecture and its benefits - Describe key Databricks Lakehouse platform components |
| Topic 3: Data Pipeline Architecture | 15-20% | - Monitor and optimize pipeline performance - Design data pipelines for batch and streaming - Understand ELT vs ETL patterns - Implement incremental data processing |
| Topic 4: Delta Lake Fundamentals | 20-25% | - Explain Delta Lake features and benefits - Create and manage Delta tables - Understand ACID transactions and time travel - Write to and read from Delta tables |
| Topic 5: Apache Spark Data Processing Fundamentals | 20-25% | - Apply transformations and actions on DataFrames - Use Spark SQL for data processing - Create and use Spark DataFrames - Work with structured data types (arrays, maps, structs) |
| Topic 6: 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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