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Updated: Sep 15, 2026
No. of Questions: 433 Questions & Answers with Testing Engine
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Google Cloud Big Data & Machine Learning Fundamentals course
This course is a gateway to introduce you to Google Cloud's big data and different machine learning functions. However, to successfully pass this training, you have to attain one year of experience in SQL, extract transform, data modeling, machine learning, programming in Python, and load activities. So, the objectives of the course are the following:
- Hire BigQuery and Cloud SQL for interactive data analysis
- Recognize the purpose of the key Big data and Machine Learning products in Google Cloud
- Create ML models using BigQuery ML, APIs, and AutoML.
- Utilize Cloud SQL & Dataproc to migrate existing MySQL, Pig, Spark, or Hive workloads to Google Cloud
Reference: https://cloud.google.com/certification/data-engineer
Prerequisites
There are no formal requirements that the candidates need to meet to qualify for the Google Professional Data Engineer certification. However, without some level of professional experience, it will be difficult for the students to ace the qualifying test. The target individuals are recommended to have three or more years of industry experience, including one or more years of experience in designing and managing solutions with the help of Google Cloud Platform. It is preferable that the applicants also possess some basic database knowledge.
Google Professional-Data-Engineer日本語 Exam Overview:
| Certification Vendor: | Google Cloud |
|---|---|
| Exam Name: | Google Cloud Certified Professional Data Engineer |
| Exam Number: | Professional-Data-Engineer |
| Passing Score: | Not officially published (estimated ~80%) |
| Certificate Validity Period: | 2 years |
| Exam Price: | $200 USD |
| Real Exam Qty: | 50-60 |
| Exam Format: | Multiple-choice, Multiple-select |
| Available Languages: | Japanese, English |
| Related Certifications: | Google Cloud Certified Professional Data Engineer |
| Exam Duration: | 120 minutes |
| Sample Questions: | Google Professional-Data-Engineer日本語 Sample Questions |
| Exam Way: | Online (remote proctored) or at a testing center (Kryterion) |
| Pre Condition: | No mandatory prerequisites. Recommended: 3+ years of industry experience including 1+ years designing and managing solutions using Google Cloud. |
| Official Syllabus URL: | https://cloud.google.com/learn/certification/data-engineer |
Google Professional-Data-Engineer日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Designing data processing systems (~30% of the exam) | 30% | - Designing data pipelines
|
| Preparing and using data for analysis (~15% of the exam) | 15% | - Sharing data securely
|
| Maintaining and automating data workloads (~15% of the exam) | 15% | - Automating data processes
|
| Storing the data (~20% of the exam) | 20% | - Planning for using a data warehouse
|
| Ingesting and processing the data (~20% of the exam) | 20% | - Building and maintaining data structures and databases
|
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