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This course will help you prepare for Google Cloud's Professional Data Engineer certification exam. This session uses lectures, quizzes, and discussions to help you become familiar with the structure and format of the exam. You'll take part in exam question reasoning and case comprehension, get tips from certified experts, and review topics from the Data Engineering curriculum. At the end of the course, you'll take an ungraded practice exam and then a graded practice exam that will simulate the exam-taking experience.

Duration: 8h 

Học phí: 4,700,000 VND 

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After completing the course, students will have the following knowledge:

  • Position the Professional Data Engineer Certification
  • Provide information, tips, and advice on taking the exam
  • Review each section of the exam covering highest-level concepts to indicate skill gaps/areas of study
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  • Data engineering professionals interested in taking the Data Engineer certification exam
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Understanding the Professional Data Engineer Certification

Position the Professional Data Engineer certification among the offerings.
Distinguish between Associate and Professional.
Provide guidance between Professional Data Engineer and Associate Cloud Engineer.
Describe how the exam is administered and the exam rules.
Provide general advice about taking the exam.


Designing Data Processing Systems

Designing data processing systems.
Designing flexible data representations.
Designing data pipelines.
Designing data processing infrastructure.


Building and Operationalizing Data Processing Systems

Building and operationalizing data structures and databases.
Building and operationalizing flexible data representations.
Building and operationalizing pipelines.
Building and operationalizing processing infrastructure.


Operationalizing Machine Learning Models

Analyzing data and enabling machine learning.
Deploying an ML pipeline.
Machine learning terminology review.
Operationalizing Machine Learning Models: Exam Guide Review.
Modeling business processes for analysis and optimization.


Security, Policy, and Reliability

Designing for security and compliance.
Performing quality control.
Ensuring reliability.
Visualizing data and advocating policy.
Ensuring Solution Quality: Exam Guide Review.


Resources and Next Steps

Preparation Resources.
Study with
Google Cloud expert

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Student feedback

Cloud Ace Training
Bringing great experiences to students

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Trần Tuấn Anh


After completing the Associate Cloud Engineer course, I knew how to operate and deploy projects on Google Cloud and confidently took the Google Cloud certification exam.

Nguyễn Ngọc Minh Thy

Data Engineer

After completing the Professional Data Engineer course, I have enough knowledge and confidence to take the Google Cloud certification exam to prepare for my upcoming job.

Trương Quốc Thắng

Data Engineer

I learned how to choose tools and apply them to businesses to process data effectively through the Professional Data Engineer course.

Phạm Văn Hùng


Khóa học rất chi tiết và đầy đủ, sau khi học xong khóa học Associate Cloud Engineer, mình rất muốn có cơ hội học thêm các khóa học khác để hiểu rõ hơn về Google Cloud

Dương Minh Phương


Sau khi học xong khóa học Associate Cloud Engineer, mình đã hiểu rõ về Google Cloud và có thể đưa ra các giải pháp cho doanh nghiệp triển khai các dự án trên GCP
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    câu hỏi thường gặp

    Cloud Ace is a Google Cloud training unit, so it does not organize exams and provide Google Cloud certifications. Cloud Ace only supports providing certificates of course completion for students while waiting for the Google Cloud certification exam

    In addition, if you want to take the Google Cloud certification exam, Cloud Ace will guide you to register for the Online or Offline exam at the authorized Google Cloud test centers in Vietnam.

    Of course, during the learning process, you will constantly be solving quizzes, simulated mock tests that are similar to Google Cloud's actual exam questions. In addition, Cloud Ace also provides Dump questions that are constantly updated with question types, exam questions from Google Cloud to help you have the best preparation for the exam.

    Of course. You will be supported by Cloud Ace during the learning process and even at the end of the course. You can interact with the Trainer via Slack, email hoặc qua Group Google Cloud Plartform User HCM để được các Trainer hỗ trợ nhé.

    After completing the course, if you have any questions about the knowledge or have difficulties in implementing the project on Google Cloud, you can contact the Trainer for answers.

    The Google Cloud course is not only suitable for software engineers or system development engineers, but also suitable for data processing engineers such as Data Analytics, Data Engineer, Data Scientist.

    In addition, if you are a Marketer or working in the field of finance, banking, e-commerce, logistics .... constantly faced with big data to solve, then you can refer to the courses Big Data Machine Learning Fundamental or From Data to Insight on Google Cloud Platform courses to refer to simple data processing and create professional reports on Google Cloud.