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Databricks Certified Professional Data Engineer (Databricks-Certified-Professional-Data-Engineer) Certification Exam is a highly respected credential within the data engineering industry. Databricks Certified Professional Data Engineer Exam (Databricks-Certified-Professional-Data-Engineer Korean Version) certification is specifically designed for professionals who have a deep understanding of data engineering principles, practices, and technologies. With this certification, data engineers can demonstrate their expertise in designing and building data pipelines, managing data workflows, and implementing data analytics solutions using Databricks.

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

Databricks Certified Professional Data Engineer exam is a challenging and rigorous exam that requires candidates to have a deep understanding of data engineering concepts and a strong knowledge of the Databricks platform. However, with the right preparation, candidates can pass the exam and achieve this valuable certification. Databricks offers various resources and training programs to help candidates prepare for the exam, including online courses, practice exams, and study guides.

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

SectionWeightObjectives
Topic 1: Cost & Performance Optimisation13%- Storage optimization (partitioning, Z-order, indexing)
- Query optimization and caching
- Cluster configuration and scaling
Topic 2: Data Governance7%- Data lineage and metadata tracking
- Unity Catalog management
- Policy enforcement
Topic 3: Data Sharing and Federation5%- Unity Catalog data sharing
- Cross-workspace and cross-cloud access
Topic 4: Ensuring Data Security and Compliance10%- Access control and permissions
- Data encryption and masking
- Compliance standards implementation
Topic 5: Debugging and Deploying10%- Deployment using bundles, CLI, and APIs
- Troubleshooting pipelines and errors
- CI/CD and DevOps practices
Topic 6: Data Transformation, Cleansing, and Quality10%- Standardization and normalization
- Data validation and quality checks
- Handling missing or inconsistent data
Topic 7: Monitoring and Alerting10%- Setting up alerts and notifications
- Performance and health monitoring
- Pipeline observability and logging
Topic 8: Data Ingestion & Acquisition7%- Connecting to diverse data sources
- Auto Loader and streaming ingestion
- Schema inference and evolution
Topic 9: Data Modelling6%- Medallion Architecture implementation
- Delta Lake table design
- Schema design and management
Topic 10: Developing Code for Data Processing using Python and SQL22%- Data transformation and aggregation
- Batch and incremental processing logic
- Integration with Databricks APIs and tools

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