Passed Databricks-Certified-Data-Engineer-Associate exam today though i found that 3 new questions came up in the real exam. But it is still enough to pass. Got 92% marks. Quite satisfied!
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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.
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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.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
To prepare for the certification exam, candidates can take advantage of various study resources, including online courses, study guides, and practice exams. The GAQM website also provides a detailed exam blueprint that outlines the topics and subtopics covered in the exam. Candidates can use this blueprint to create a study plan and focus their preparation efforts on the areas where they need the most improvement.
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| Section | Weight | Objectives |
|---|---|---|
| Data Pipeline Architecture | 15-20% | - Monitor and optimize pipeline performance - Understand ELT vs ETL patterns - Design data pipelines for batch and streaming - Implement incremental data processing |
| Python for Data Engineering | 10-15% | - Work with Spark APIs in Python - Use PySpark for data processing - Implement user-defined functions (UDFs) |
| Spark SQL and DataFrames | 15-20% | - Write and execute Spark SQL queries - Handle null values and data quality - Aggregate and group data - Join and union DataFrames |
| Delta Lake Fundamentals | 20-25% | - Write to and read from Delta tables - Create and manage Delta tables - Understand ACID transactions and time travel - Explain Delta Lake features and benefits |
| Lakehouse Platform Concepts | 10-15% | - Describe key Databricks Lakehouse platform components - Explain data governance and security concepts - Understand the Lakehouse architecture and its benefits |
| Apache Spark Data Processing Fundamentals | 20-25% | - Work with structured data types (arrays, maps, structs) - Create and use Spark DataFrames - Apply transformations and actions on DataFrames - Use Spark SQL for data processing |
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