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Topic 3. Designing for Data Security & Compliance (25-30%)

  • Designing security for source data access: the skills measured within this subsection include planning for secure endpoints (public/private); choosing the proper authentication technique, such as shared access signatures (SAS), access keys, and Azure Active Directory (Azure AD).
  • Designing security for data standards and policies: this entails the ability to perform such tasks as to design data encryption for data in transit and at rest; design for data masking and data auditing; design for data categorization and data privacy; design a Data Retention Policy; plan an archiving methodology; plan to purge data in accordance with the business needs.

Reference: https://www.microsoft.com/en-us/learning/exam-dp-201.aspx

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The content of the Microsoft DP-201 exam revolves around three main topics that comprise of specific knowledge and skills that the candidates should develop before sitting for the test. The details of these areas are outlined below:

Topic 1. Designing Azure Data Storage Solutions (40-45%)

  • Suggesting an Azure data storage solution in compliance with given requirements: this requires one’s skills in choosing the proper data storage solution in order to satisfy the technical & business requirements; choosing the type of partition distribution.
  • Designing non-relational Cloud data stores: here the applicants should demonstrate that they are capable of designing data partitions and distribution; designing for scale (latency, throughput, and multi-region); designing a solution that utilizes Data Lake Storage Gen2, Blob storage, or Cosmos DB; selecting the proper Cosmos DB API; designing a strategy for disaster recovery; designing for high availability.
  • Designing relational Cloud data stores: this subtopic focuses on such abilities as designing data partitions and distribution; designing for scale (comprising latency & throughput); designing a solution that utilizes Azure Synapse Analytics; designing a strategy for disaster recovery; designing for high availability.

Skills measured

  • Design for data security and compliance (25-30%)
  • Design Azure data storage solutions (40-45%)
  • Design data processing solutions (25-30%)

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Microsoft DP-201 Exam Syllabus Topics:

SectionObjectives
Topic 1: Design Data Processing Solutions- Design batch processing solutions
  • 1. Azure Databricks workloads
    • 2. Azure Synapse Analytics processing
      - Design real-time processing solutions
      • 1. Stream Analytics processing design
        • 2. Event Hubs streaming ingestion
          Topic 2: Design Data Storage Solutions- Design data integration and data movement
          • 1. Batch vs streaming ingestion
            • 2. Azure Data Factory pipelines
              - Design data storage structures in Azure
              • 1. Data partitioning and partition strategies
                • 2. Design relational vs non-relational storage
                  • 3. Select storage account types and tiers
                    Topic 3: Design Monitoring and Optimization- Optimize data solutions
                    • 1. Cost optimization strategies
                      • 2. Performance tuning and scaling
                        - Monitor data solutions
                        • 1. Azure Monitor and Log Analytics
                          • 2. Performance monitoring strategies
                            Topic 4: Design Security and Compliance- Design data security
                            • 1. Encryption at rest and in transit
                              • 2. Identity and access control (RBAC)
                                - Design data governance
                                • 1. Data classification and lineage
                                  • 2. Azure Purview concepts

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