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Microsoft Azure Data Fundamentals

In this course, students will gain foundational knowledge of core data concepts and related Microsoft Azure data services. Students will learn about core data concepts such as relational,...

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$675 USD GSA  $510.08
Course Code DP-900T00
Duration 1 day
Available Formats Classroom, Virtual

In this course, students will gain foundational knowledge of core data concepts and related Microsoft Azure data services. Students will learn about core data concepts such as relational, non-relational, big data, and analytics, and build their foundational knowledge of cloud data services within Microsoft Azure. Students will explore fundamental relational data concepts and relational database services in Azure. They will explore Azure storage for non-relational data and the fundamentals of Azure Cosmos DB. Students will learn about large-scale data warehousing, real-time analytics, and data visualization.

Audience Profile

The audience for this course is individuals who want to learn the fundamentals of database concepts in a cloud environment, get basic skilling in cloud data services, and build their foundational knowledge of cloud data services within Microsoft Azure.

Skills Gained

After completing this course, students will be able to:

  • Describe core data concepts in Azure
  • Explain concepts of relational data in Azure
  • Explain concepts of non-relational data in Azure
  • Identify components of a modern data warehouse in Azure

Course Details

Outline

  • Explore core data concepts
    • Identify data formats
    • Explore file storage
    • Explore databases
    • Explore transactional data processing
    • Explore analytical data processing
    • Knowledge check
  • Explore data roles and services
    • Explore job roles in the world of data
    • Identify data services
    • Knowledge check
  • Explore fundamental relational data concepts
    • Understand relational data
    • Understand normalization
    • Explore SQL
    • Describe database objects
    • Knowledge check
  • Explore relational database services in Azure
    • Describe Azure SQL services and capabilities
    • Describe Azure services for open-source databases
    • Exercise: Explore Azure relational database services
    • Knowledge check
  • Explore Azure Storage for non-relational data
    • Explore Azure blob storage
    • Explore Azure Data Lake Storage Gen2
    • Explore Microsoft OneLake in Fabric
    • Explore Azure Files
    • Explore Azure Tables
    • Exercise: Explore Azure Storage
    • Knowledge check
  • Explore fundamentals of Azure Cosmos DB
    • Describe Azure Cosmos DB
    • Identify Azure Cosmos DB APIs
    • Exercise: Explore Azure Cosmos DB
    • Knowledge check
  • Explore fundamentals of large-scale analytics
    • Describe data warehousing architecture
    • Explore data ingestion pipelines
    • Explore analytical data stores
    • Exercise: Explore data analytics in Microsoft Fabric
    • Knowledge check
  • Explore fundamentals of real-time analytics
    • Understand batch and stream processing
    • Explore common elements of stream processing architecture
    • Explore Microsoft Fabric Real-Time Intelligence
    • Explore Apache Spark structured streaming
    • Exercise: Explore Microsoft Fabric Real-Time Intelligence
    • Knowledge check
  • Explore fundamentals of data visualization
    • Describe Power BI tools and workflow
    • Describe core concepts of data modeling
    • Describe considerations for data visualization
    • Exercise – Explore fundamentals of data visualization with Power BI
    • Knowledge check
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