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Updated: Aug 04, 2026

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Google Associate-Data-Practitioner Exam Syllabus Topics:

TopicDetails
Topic 1
  • Data Analysis and Presentation: This domain assesses the competencies of Data Analysts in identifying data trends, patterns, and insights using BigQuery and Jupyter notebooks. Candidates will define and execute SQL queries to generate reports and analyze data for business questions.| Data Pipeline Orchestration: This section targets Data Analysts and focuses on designing and implementing simple data pipelines. Candidates will select appropriate data transformation tools based on business needs and evaluate use cases for ELT versus ETL.
Topic 2
  • Data Preparation and Ingestion: This section of the exam measures the skills of Google Cloud Engineers and covers the preparation and processing of data. Candidates will differentiate between various data manipulation methodologies such as ETL, ELT, and ETLT. They will choose appropriate data transfer tools, assess data quality, and conduct data cleaning using tools like Cloud Data Fusion and BigQuery. A key skill measured is effectively assessing data quality before ingestion.
Topic 3
  • Data Management: This domain measures the skills of Google Database Administrators in configuring access control and governance. Candidates will establish principles of least privilege access using Identity and Access Management (IAM) and compare methods of access control for Cloud Storage. They will also configure lifecycle management rules to manage data retention effectively. A critical skill measured is ensuring proper access control to sensitive data within Google Cloud services

Reference: https://cloud.google.com/learn/certification/data-practitioner

Google Associate-Data-Practitioner Exam Overview:

Certification Vendor:Google Cloud
Exam Name:Google Cloud Certified - Associate Data Practitioner
Exam Number:Associate Data Practitioner
Real Exam Qty:50-60
Related Certifications:Google Cloud Certified - Associate Data Practitioner
Certificate Validity Period:2 years
Exam Price:$120 USD
Exam Duration:120 minutes
Exam Format:Multiple choice, Multiple select
Available Languages:English, Japanese
Passing Score:Not publicly disclosed by Google Cloud
Sample Questions:Google Associate-Data-Practitioner Sample Questions
Exam Way:Online proctored exam or Onsite at a testing center
Pre Condition:No formal prerequisites, but Google recommends hands-on experience with Google Cloud data services and foundational cloud knowledge.
Official Syllabus URL:https://cloud.google.com/learn/certification/data-practitioner

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