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Instant Download Google : LookML-Developer Questions & Answers as PDF & Test Engine

LookML-Developer
  • Exam Code: LookML-Developer
  • Exam Name: Looker LookML Developer
  • Updated: Sep 29, 2026
  • No. of Questions: 51 Questions and Answers
  • Download Limit: Unlimited
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The Google LookML-Developer exam consists of 60 multiple-choice questions and lasts for 90 minutes. It covers a range of topics related to LookML, including data modeling, dimensions and measures, joins, filters, and aggregate functions. It also covers more advanced topics such as derived tables, templated filters, and custom visualizations.

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Individuals who pass the Google LookML-Developer (Looker LookML Developer) Exam will receive a certification that demonstrates their expertise in Looker LookML development. Looker LookML Developer certification is recognized by companies and organizations worldwide and can help individuals advance their careers in data analytics and business intelligence. Furthermore, the certification is valid for two years, after which individuals are required to take the exam again to renew their certification.

LookML is a powerful modeling language that allows users to define business logic and data relationships for an organization’s data. It is a core component of Looker, a cloud-based business intelligence platform that helps organizations make data-driven decisions. The LookML-Developer certification exam tests the candidate’s ability to write, debug, and optimize complex LookML code. LookML-Developer exam covers various topics related to LookML modeling, such as modeling techniques, advanced field calculations, and performance optimization.

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

The LookML-Developer exam consists of 70 multiple-choice and multiple-select questions that cover a wide range of topics related to Looker and LookML. These include data modeling, exploring data with Looker, creating and customizing Looker models with LookML, and developing custom visualizations and dashboards. Passing the exam demonstrates that a developer has the skills and knowledge necessary to build and customize complex data models and create insightful data visualizations using Looker and LookML.

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Google LookML-Developer Exam Syllabus Topics:

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

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