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Databricks Certified Professional Data Engineer certification is a valuable credential for data engineers who work with the Databricks platform. It validates their skills and expertise and demonstrates to employers that they have the knowledge and experience needed to work with Databricks effectively. By passing the exam and earning the certification, data engineers can enhance their career prospects and gain a competitive advantage in the job market.

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

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Databricks Certified Professional Data Engineer (Databricks-Certified-Professional-Data-Engineer) exam is designed for professionals who want to showcase their skills in building data pipelines and managing data workflows on Databricks. Databricks is a cloud-based data platform that provides powerful tools for data engineering, data science, and machine learning. Databricks Certified Professional Data Engineer Exam certification exam is intended to validate the candidates' ability to design, build, and maintain data processing systems using Databricks.

Databricks Certified Professional Data Engineer certification is globally recognized by various industries, including finance, healthcare, government, and technology. Databricks Certified Professional Data Engineer Exam certification validates the candidate's knowledge level in data engineering solutions and qualifies them to work with Databricks's technology. The certified professional can optimize and manage their organization's data in the cloud using Databricks, which results in timely and informed decisions.

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

SectionWeightObjectives
Topic 1: Delta Lake20-25%- Delta Lake operations
  • 1. Schema evolution and enforcement
  • 2. Delta Live Tables
  • 3. Merge, update, delete operations
- Delta Lake fundamentals
  • 1. Time travel and data versioning
  • 2. ACID transactions
  • 3. Optimize and Z-order
Topic 2: Pipeline Development and Orchestration10-15%- Databricks workflows
  • 1. Task dependencies and orchestration
  • 2. Monitoring and alerting
  • 3. Jobs and job scheduling
Topic 3: Data Ingestion15-20%- Batch ingestion methods
  • 1. Integration with external systems
  • 2. DBR autoloader
  • 3. Spark APIs for ingestion
- Streaming ingestion
  • 1. Structured streaming fundamentals
  • 2. Kafka integration
Topic 4: Data Warehouse and Lakehouse Architecture15-20%- Lakehouse architecture principles
  • 1. Bronze, silver, gold data layers
  • 2. Data governance fundamentals
  • 3. Differences between data lake, data warehouse, and lakehouse
Topic 5: Data Processing with Spark25-30%- Spark DataFrames and Spark SQL
  • 1. Spark SQL queries and functions
  • 2. DataFrame operations and transformations
  • 3. Window functions
- Python and SQL for data engineering
  • 1. Performance optimization techniques
  • 2. Built-in and user-defined functions
  • 3. Spark APIs in Python
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