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Skills measured
- Design and develop data processing (25-30%)
- Design and implement data security (10-15%)
- Design and implement data storage (40-45%)
- Monitor and optimize data storage and data processing (10-15%)
Data Engineering on Microsoft Azure Exam Certification Details:
Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/dp-203
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Microsoft DP-203 Exam Syllabus Topics:
| Section | Weight | Objectives |
| Monitor and optimize data storage and data processing | 10–15% | - Monitor data solutions
- 1. Monitor pipeline execution and errors
- 2. Monitor storage performance and health
- 3. Log and analyze activity and usage
- Optimize performance and cost
- 1. Tune pipelines and workloads
- 2. Improve query and processing efficiency
- 3. Optimize storage and compute resources
|
| Design and implement data security | 10–15% | - Implement authentication and authorization
- 1. Manage access to data resources
- 2. Configure identity and access management
- Protect data at rest and in transit
- 1. Manage data privacy and compliance
- 2. Configure data masking and redaction
- 3. Implement encryption
|
| Design and implement data storage | 40–45% | - Implement data storage
- 1. Implement relational and non-relational data stores
- 2. Implement data lake storage
- 3. Manage data lifecycle and retention policies
- 4. Create and configure data storage accounts
- Design data storage structures
- 1. Design for scalability and performance
- 2. Design partitioning strategies
- 3. Design for data durability and availability
- 4. Recommend storage solutions for analytical workloads
|
| Design and develop data processing | 25–30% | - Design data processing pipelines
- 1. Design orchestration and scheduling
- 2. Design real-time processing solutions
- 3. Design batch processing solutions
- 4. Design for data integration and transformation
- Develop data processing solutions
- 1. Manage data flows and dependencies
- 2. Implement incremental processing
- 3. Transform data using Spark, SQL, or other tools
- 4. Implement data ingestion
|