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The GAQM Databricks-Certified-Data-Engineer-Associate exam is a challenging and comprehensive exam that tests the individual's knowledge of Databricks and their ability to design and implement data-driven solutions. With the right preparation and experience, individuals can successfully pass the exam and earn the Databricks-Certified-Data-Engineer-Associate certification.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
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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 data professionals. Databricks Certified Data Engineer Associate Exam (Databricks-Certified-Data-Engineer-Associate日本語版) certification is designed to test the knowledge and skills of individuals who work with big data and data engineering. Databricks-Certified-Data-Engineer-Associate-JPN exam covers a wide range of topics, including data modeling, ETL processes, data warehousing, and data analysis.
Databricks Databricks-Certified-Data-Engineer-Associate日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Spark SQL and DataFrames | 15-20% | - Write and execute Spark SQL queries - Handle null values and data quality - Join and union DataFrames - Aggregate and group data |
| Python for Data Engineering | 10-15% | - Implement user-defined functions (UDFs) - Work with Spark APIs in Python - Use PySpark for data processing |
| 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% | - Explain data governance and security concepts - Describe key Databricks Lakehouse platform components - Understand the Lakehouse architecture and its benefits |
| Data Pipeline Architecture | 15-20% | - Monitor and optimize pipeline performance - Understand ELT vs ETL patterns - Implement incremental data processing - Design data pipelines for batch and streaming |
| Apache Spark Data Processing Fundamentals | 20-25% | - Apply transformations and actions on DataFrames - Work with structured data types (arrays, maps, structs) - Create and use Spark DataFrames - Use Spark SQL for data processing |
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