Max Time
2h 0m
Total Questions

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Required Score
Designing Data Processing Systems
Ensuring Solution Quality
Operationalizing Machine Learning Models
Building and Operationalizing Data Processing Systems
Average Duration
1h 30m

Welcome to Cloud Academy's preparation exam for the Google Professional Data Engineer certification exam.


Like the actual exam, some questions have one correct answer, while others require you to choose two or three correct answers.

The questions on this exam focus on the four domains of Google Cloud Platform knowledge listed below:

  • Designing Data Processing Systems
  • Building and Operationalizing Data Processing Systems
  • Operationalizing Machine Learning Models
  • Ensuring Solution Quality

    Exam Score

    To pass this exam, you will need both of the following:

    • A minimum score of 70 percent on the overall exam
    • A minimum score of 40 percent on each exam domain

    Once you begin your exam session:

    You can spend as long as you wish on any particular question but must budget time to complete all questions. Any questions not completed in 120 minutes will be scored as incorrect.

    During the session, you may skip questions and return to them later in the session. You can also review your answers to previous questions and change them at any point during the exam session.

    You can end the exam session at any time by selecting the “Submit Exam” button, but this completes the entire session. All of your answers will be scored. All unanswered questions will be scored as incorrect. You cannot return later to complete any unanswered questions.

    When you submit your exam, you will receive your total score as well as your score for each exam domain.

    Good luck, and contact us at if you have any questions for us or want to share your thoughts about this exam.