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Developing Data Models with LookML

Developing Data Models with LookML

 

This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start building and maintaining LookML models to curate and manage data in your organization’s Looker instance.

What you will learn:

  • Define LookML basic terms and building blocks
  • Use the Looker Integrated Development Environment (IDE) and project version control to modify LookML projects
  • Create dimensions and measures to curate data attributes used by business users
  • Create and design Explores to make data accessible tobusiness users
  • Use derived tables to instantaneously create new tables
  • Use caching and datagroups in Looker to optimize SQL query performance

Who this course is for?

  • Data developers who are responsible for data curation and management within their organizations.
  • Data analysts interested in learning how data developers use LookML to curate and manage data in their organization’s Looker instance.

 

Prerequisite

  • To get the most out of this course, participants should have a basic understanding of SQL, Git, and the Looker business user experience. For learners with no previous experience as data explorers in Looker, it is recommended to first complete Analyzing and Visualizing Data in Looker.

 

Course Outline

  • Module 1: Introduction to Looker and LookML
    • Define Looker and the functionality it provides for curating data
    • Define LookML basic terms and building blocks
    • Use the Looker Integrated Development Environment (IDE) to modify LookML projects
  • Module 2: Creating Dimensions and Measures
    • Create dimensions and measures to curate data attributes used by business users
  • Module 3: Project Version Control
    • Implement version control with Git to manage and track changes in LookML projects
    • Send LookML changes from a development branch to production
  • Module 4: Model Files
    • Explain how Looker utilizes SQL on the back end to translate user requests to query results
    • Create and design Explores to make data accessible to business users
    • Use joins to establish relationships between data tables
    • Leverage symmetric aggregation to ensure the accuracy of aggregated metrics
    • Implement filters to preselect data provided to business users
  • Module 5: Derived Tables
    • Define the two types of derived tables in Looker
    • Create ephemeral and persistent derived tables
    • List best practices for creating derived tables
  • Module 6: Caching and Datagroups
    • Define the two types of derived tables in Looker
    • Create ephemeral and persistent derived tables
    • List best practices for creating derived tables

 

Jadwal Training

Tanggal Pukul Biaya (per pax;
belum termasuk
VAT 10%)
Trainer Venue Daftar
TBA TBA Rp 14 juta Satria Yuda Utama Online TBA
TBA TBA Rp 14 juta Satria Yuda Utama Online TBA
TBA TBA Rp 14 juta Satria Yuda Utama Online TBA
TBA TBA Rp 14 juta Satria Yuda Utama Online TBA
TBA TBA Rp 14 juta Satria Yuda Utama Online TBA

 

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As a Google Cloud™* Managed Service Provider,  Cloud Ace has been providing one-stop services such as cloud implementation support, operational design, and post-implementation system maintenance to meet the needs of our customers.

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08561110558 
021-3950-6875

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