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Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/dp-203
Microsoft DP-203 Deutsch Exam Syllabus Topics:
| Section | Weight | Objectives |
| Topic 1: Design and implement data storage | 25-30% | - Develop data storage solutions
- 1. Implement Azure Blob Storage solutions
- 2. Implement Azure Data Lake Storage solutions
- 3. Implement relational data stores (Azure SQL, Synapse)
- Design data storage structures
- 1. Design a data serialization format strategy
- 2. Recommend appropriate storage accounts and services
- 3. Design a data partitioning strategy
|
| Topic 2: Develop data processing | 40-45% | - Develop data transformation logic
- 1. Use SQL-based transformations
- 2. Use Spark in Azure Databricks
- Ingest and transform data
- 1. Use Azure Data Factory for pipelines
- 2. Implement batch processing solutions
- 3. Implement stream processing solutions
|
| Topic 3: Secure data solutions | | - Implement data security
- 1. Manage access control with Azure RBAC
- 2. Implement encryption at rest and in transit
- Ensure compliance
- 1. Use Microsoft Purview for governance
|
| Topic 4: Monitor and optimize data solutions | 30-35% | - Monitor data processing
- 1. Troubleshoot data workflows
- 2. Monitor pipelines using Azure Monitor
- Optimize performance
- 1. Optimize query performance in Synapse
- 2. Optimize data storage performance
|