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The Databricks Certified Professional Data Engineer Exam certification verifies that the candidate has significant experience in implementing big data solutions that operate on the Databricks Delta Architecture. To earn the certification, a candidate must pass a 90-minute exam consisting of up to 50 multiple-choice and multiple-select questions. The Databricks-Certified-Professional-Data-Engineer certification is valid for two years from the date of passing the exam.

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Passing the Databricks Certified Professional Data Engineer exam is a significant achievement for any data engineer. It demonstrates that the candidate has a high level of expertise in working with Databricks and can design and manage complex data pipelines. Databricks Certified Professional Data Engineer Exam certification is also highly valued by employers and can lead to new career opportunities and higher salaries.

Reference: https://www.databricks.com/learn/certification/data-engineer-professional

Databricks Databricks-Certified-Professional-Data-Engineer Exam Syllabus Topics:

SectionWeightObjectives
Pipeline Development and Orchestration10-15%- Databricks workflows
  • 1. Jobs and job scheduling
  • 2. Task dependencies and orchestration
  • 3. Monitoring and alerting
Data Warehouse and Lakehouse Architecture15-20%- Lakehouse architecture principles
  • 1. Differences between data lake, data warehouse, and lakehouse
  • 2. Data governance fundamentals
  • 3. Bronze, silver, gold data layers
Data Processing with Spark25-30%- Python and SQL for data engineering
  • 1. Performance optimization techniques
  • 2. Built-in and user-defined functions
  • 3. Spark APIs in Python
- Spark DataFrames and Spark SQL
  • 1. Spark SQL queries and functions
  • 2. Window functions
  • 3. DataFrame operations and transformations
Data Ingestion15-20%- Streaming ingestion
  • 1. Structured streaming fundamentals
  • 2. Kafka integration
- Batch ingestion methods
  • 1. Integration with external systems
  • 2. DBR autoloader
  • 3. Spark APIs for ingestion
Delta Lake20-25%- Delta Lake operations
  • 1. Merge, update, delete operations
  • 2. Schema evolution and enforcement
  • 3. Delta Live Tables
- Delta Lake fundamentals
  • 1. ACID transactions
  • 2. Optimize and Z-order
  • 3. Time travel and data versioning

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