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Exam DP-203: Data Engineering on Microsoft Azure

Candidates for this exam should have subject matter expertise integrating, transforming, and consolidating data from various structured and unstructured data systems into a structure that is suitable for building analytics solutions.

Azure Data Engineers help stakeholders understand the data through exploration, and they build and maintain secure and compliant data processing pipelines by using different tools and techniques. These professionals use various Azure data services and languages to store and produce cleansed and enhanced datasets for analysis.

Azure Data Engineers also help ensure that data pipelines and data stores are high-performing, efficient, organized, and reliable, given a set of business requirements and constraints. They deal with unanticipated issues swiftly, and they minimize data loss. They also design, implement, monitor, and optimize data platforms to meet the data pipelines needs.

A candidate for this exam must have strong knowledge of data processing languages such as SQL, Python, or Scala, and they need to understand parallel processing and data architecture patterns.

Part of the requirements for: Microsoft Certified: Azure Data Engineer Associate

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Languages: English, Chinese (Simplified), Japanese, Korean

Retirement date: none

This exam measures your ability to accomplish the following technical tasks: design and implement data storage; design and develop data processing; design and implement data security; and monitor and optimize data storage and data processing.

Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/dp-203

Certification Topics of Microsoft DP-203 Exam

  • Design and develop data processing (25-30%)

  • Monitor and optimize data storage and data processing (10-15%)

  • Design and implement data storage (40-45%)

  • Design and implement data security (10-15%)

Microsoft DP-203日本語 Exam Syllabus Topics:

SectionWeightObjectives
Design and implement data storage40–45%- Design data storage structures
  • 1. Design for data durability and availability
    • 2. Design partitioning strategies
      • 3. Design for scalability and performance
        • 4. Recommend storage solutions for analytical workloads
          - Implement data storage
          • 1. Create and configure data storage accounts
            • 2. Implement relational and non-relational data stores
              • 3. Implement data lake storage
                • 4. Manage data lifecycle and retention policies
                  Monitor and optimize data storage and data processing10–15%- Monitor data solutions
                  • 1. Monitor storage performance and health
                    • 2. Log and analyze activity and usage
                      • 3. Monitor pipeline execution and errors
                        - Optimize performance and cost
                        • 1. Optimize storage and compute resources
                          • 2. Tune pipelines and workloads
                            • 3. Improve query and processing efficiency
                              Design and develop data processing25–30%- Design data processing pipelines
                              • 1. Design for data integration and transformation
                                • 2. Design orchestration and scheduling
                                  • 3. Design batch processing solutions
                                    • 4. Design real-time processing solutions
                                      - Develop data processing solutions
                                      • 1. Implement incremental processing
                                        • 2. Implement data ingestion
                                          • 3. Manage data flows and dependencies
                                            • 4. Transform data using Spark, SQL, or other tools
                                              Design and implement data security10–15%- Protect data at rest and in transit
                                              • 1. Configure data masking and redaction
                                                • 2. Implement encryption
                                                  • 3. Manage data privacy and compliance
                                                    - Implement authentication and authorization
                                                    • 1. Manage access to data resources
                                                      • 2. Configure identity and access management

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