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Last Updated: Sep 25, 2026

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Google LookML-Developer (Looker LookML Developer) Exam is a certification program designed for individuals who want to demonstrate their proficiency in LookML development. LookML is a language used in Looker, a business intelligence and data analytics platform, to define data models, create reports, and build dashboards. LookML-Developer exam tests the candidates' knowledge and skills in various areas of LookML development, including data modeling, advanced LookML techniques, and best practices.

Google LookML-Developer: Looker LookML Developer exam is a certification offered by Google that validates the skills of individuals in developing Looker models using LookML. LookML is a powerful language that allows developers to create and manage data models within the Looker platform. LookML-Developer exam is designed to test the proficiency of developers in using LookML and building scalable and maintainable data models.

Reference: https://cloud.google.com/certification/lookml-developer?skip_cache=true

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What is the format of the Google LookML Developer Exam

  • Exam Format: Multiple Choice
  • Languages: English
  • Passing score: 60 percent
  • Time Duration: 100 minutes

Google LookML-Developer Exam Syllabus Topics:

SectionObjectives
Topic 1: Explores and User Experience- Content delivery
  • 1. Dashboards and Looks
    • 2. Filters and parameters
      - Explore design
      • 1. Optimizing explore usability
        • 2. Field selection and refinement
          Topic 2: Data Modeling- Relationships and joins
          • 1. Join types and join logic
            • 2. Fanouts and symmetric aggregates
              - Data transformation
              • 1. Table calculations vs LookML fields
                • 2. SQL integration in LookML
                  Topic 3: Development Workflow- Version control
                  • 1. Branching and deployment workflows
                    • 2. Git integration in Looker
                      - Testing and validation
                      • 1. LookML validation tools
                        • 2. Debugging LookML errors
                          Topic 4: LookML Fundamentals- LookML project structure and components
                          • 1. Project configuration and files
                            • 2. Views, models, and explores
                              - Basic LookML syntax
                              • 1. Dimensions and measures
                                • 2. Derived tables and parameters
                                  Topic 5: Security and Governance- Access control
                                  • 1. Permission sets and roles
                                    • 2. User attributes and access filters
                                      - Data governance
                                      • 1. Content validation and consistency
                                        • 2. Field-level security

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