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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

Download exam skills outline

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

Microsoft DP-203 certification exam is intended for data engineers who work with data scientists, data analysts, and business stakeholders to implement data solutions on the Microsoft Azure platform. DP-203J exam covers various topics such as Azure data storage, Azure data processing, Azure data integration, and data transformation. It also tests your knowledge of key Azure services such as Azure Data Factory, Azure Synapse Analytics, and Azure Stream Analytics.

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Microsoft DP-203日本語 Exam Syllabus Topics:

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