Data Engineering on Microsoft Azure: Designing the Serving Layer

Azure 2021    |    Intermediate
  • 11 videos | 1h 12m 1s
  • Includes Assessment
  • Earns a Badge
Likes 37 Likes 37
The serving layer is where data is stored for consumption by processing services. In this course, you'll explore dimensional data modeling and hierarchies. You'll learn how to define slowly changing dimensions and temporal design within databases. Then, you'll learn about the differences between the star and snowflake schemas as well as how to design a star schema. Next, you'll examine incremental data loading for stream processing and the options for analytical data stores. Finally, you'll learn about options for creating metastores for use by Azure Databricks and Azure Synapse Analytics. This course is one in a collection that prepares learners for the Microsoft Data Engineering on Microsoft Azure (DP-203) exam.

WHAT YOU WILL LEARN

  • discover the key concepts covered in this course
    recognize the concepts of dimensional data modeling
    describe multidimensional data modeling dimensional hierarchies
    describe slowly changing dimensions used to capture changing data over time, as well as the various types and their applications
    describe temporal databases and steps for designing a database for temporalness
    describe the differences between the star and snowflake schemes for data modeling
  • recognize the rules and best practices to follow when designing a star schema
    implement incremental data loading using Azure Data Factory
    select the appropriate technology for analytical data storage
    describe the options for storing metadata external to Azure Synapse Analytics and Azure Databricks
    summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 31s
  • 10m
    06294ac8-5c0b-435a-b603-99d88bf89d45 FREE ACCESS
  • Locked
    3.  Dimensional Hierarchies
    5m 57s
    8bae9aef-ef77-4da5-b4d2-c0191451a718 FREE ACCESS
  • Locked
    4.  Slowly Changing Dimensions
    6m 59s
    c75d7bd8-5ea6-408c-b5fa-46afc713860e FREE ACCESS
  • Locked
    5.  Temporal Design
    5m 54s
    84018e37-ba89-4c57-98ca-230db71db4f8 FREE ACCESS
  • Locked
    6.  Star and Snowflake Schemas
    11m 9s
    2401e6f2-6947-4e4a-87a1-99ea0e2783b9 FREE ACCESS
  • Locked
    7.  Designing a Star Schema
    5m 16s
    9d9b8575-f267-451e-a245-80a654014e2e FREE ACCESS
  • Locked
    8.  Implementing Incremental Data Loading
    11m 11s
    b342602c-0153-4a09-844d-48c02870f2b0 FREE ACCESS
  • Locked
    9.  Choosing an Analytical Data Store
    8m 7s
    cb01a4e5-ad68-4182-8a54-817cc184a575 FREE ACCESS
  • Locked
    10.  Metastore Design
    5m 4s
    1d03cd25-b484-4e50-9ce4-9384f5dd0670 FREE ACCESS
  • Locked
    11.  Course Summary
    53s
    ae02fdba-284c-48ac-b346-71f1fb5f9636 FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

YOU MIGHT ALSO LIKE

Course Microsoft Azure Fundamentals: Databases & Data Analytics
Likes 229 Likes 229  
Course Data Engineering on Microsoft Azure: The Serving Layer
Likes 32 Likes 32  
Course Microsoft Azure Fundamentals: Management Tools

PEOPLE WHO VIEWED THIS ALSO VIEWED THESE

Course Data Engineering on Microsoft Azure: Databrick Processing
Likes 28 Likes 28  
Course Data Engineering on Microsoft Azure: Storage Accounts
Likes 119 Likes 119  
Course Data Engineering on Microsoft Azure: The Serving Layer
Likes 32 Likes 32