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Topics of Microsoft DP-900: Microsoft Azure Data Fundamentals Exam

  • Describe how to work with relational data on Azure (25-30%)
  • Describe core data concepts (15-20%)
  • Describe an analytics workload on Azure (25-30%)
  • Describe how to work with non-relational data on Azure (25-30%)

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Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/dp-900

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Microsoft DP-900 Exam Syllabus Topics:

SectionWeightObjectives
Describe core data concepts25–30%- Describe roles and responsibilities
  • 1. Data engineer, data analyst, database administrator
    - Describe types of data
    • 1. File formats
      • 2. Structured, semi-structured, and unstructured data
        - Describe data workloads
        • 1. Batch and streaming data
          • 2. Analytical workloads
            • 3. Transactional workloads
              Identify considerations for relational data on Azure20–25%- Describe Azure relational data services
              • 1. Open-source databases: PostgreSQL, MySQL, MariaDB
                • 2. Azure SQL Managed Instance
                  • 3. SQL Server on Azure Virtual Machines
                    • 4. Azure SQL Database
                      - Describe relational data concepts
                      • 1. Normalization
                        • 2. Query data with SQL
                          • 3. Relationships, keys, constraints
                            Describe an analytics workload on Azure25–30%- Describe real-time analytics
                            • 1. Stream processing concepts
                              • 2. Azure Stream Analytics
                                - Describe data visualization
                                • 1. Power BI capabilities
                                  • 2. Data models and reports
                                    - Describe big data and analytics concepts
                                    • 1. Modern data warehouse architecture
                                      • 2. Data ingestion and processing
                                        • 3. Data lakes and data warehouses
                                          - Describe Azure analytics services
                                          • 1. Azure Data Lake Storage Gen2
                                            • 2. Azure HDInsight
                                              • 3. Azure Synapse Analytics
                                                • 4. Azure Databricks
                                                  • 5. Microsoft Fabric
                                                    Describe considerations for working with non-relational data on Azure15–20%- Describe non-relational data concepts
                                                    • 1. Use cases for non-relational data
                                                      • 2. Characteristics of NoSQL data
                                                        - Describe Azure Cosmos DB
                                                        • 1. Capabilities and features
                                                          • 2. Consistency levels and partitioning
                                                            • 3. APIs and data models
                                                              - Describe Azure storage services
                                                              • 1. Queue Storage
                                                                • 2. Blob Storage
                                                                  • 3. Table Storage
                                                                    • 4. File Storage

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