DP-900T00 Microsoft Azure Data Fundamentals
Module 1: Core Data Concepts
– Introduction to core data concepts
– Understanding data formats
– File storage exploration
– Database exploration
– Transactional data processing
– Analytical data processing
Module 2: Data Roles and Services
– Overview of job roles in the data industry
– Identification of data services
Module 3: Fundamental Relational Data Concepts
– Understanding relational data
– Overview of normalization
– Introduction to SQL
– Description of database objects
Module 4: Relational Database Services in Azure
– Azure SQL services and capabilities
– Azure services for open-source databases
Module 5: Azure Storage for Non-Relational Data
– Azure Blob Storage exploration
– Azure DataLake Storage Gen2 exploration
– Azure Files exploration
– Azure Tables exploration
Module 6: Fundamentals of Azure Cosmos DB
– Overview of Azure Cosmos DB
– Identification of Azure Cosmos DB APIs
Module 7: Fundamentals of Large-Scale Analytics
– Data warehousing architecture overview
– Data ingestion pipelines exploration
– Analytical data stores exploration
– Platform-as-a-Service (PaaS) solutions exploration
– Microsoft Fabric exploration
Module 8: Fundamentals of Real-Time Analytics
– Batch and stream processing understanding
– Common elements of stream processing architecture
– Azure Stream Analytics exploration
– Apache Spark on Microsoft Azure exploration
– Real-time Analytics in Microsoft Fabric exploration
Module 9: Fundamentals of Data Visualization
– Introduction to Power BI tools and workflow
– Core concepts of data modeling
– Considerations for data visualization