The Google Professional Data Engineer certification is designed to evaluate the candidates’ skills in designing data processing systems and ensuring solution quality. It is also created to measure their competence in building and operationalizing data processing systems and operationalizing ML models. The potential applicants must complete a single exam to get certified.
Reference: https://cloud.google.com/certification/data-engineer
The Google Professional Data Engineer certification exam has the duration of 2 hours. The qualifying test is made up of multiple-select and multiple-choice questions. The exam is available either in Japanese or English. To register for it, you are required to go through the official webpage and pay the fee of $200 plus applicable taxes. While completing the registration process, the potential individuals can choose the preferred method of exam delivery. It can be taken in person at the nearest testing center or online from a remote location.
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The last section of the certification exam evaluates the ability of the learners to design for security & compliance, including identity & access management, legal compliance, data security, and privacy ensuring. Moreover, they should be able to ensure flexibility & portability, reliability & fidelity, as well as scalability & efficiency.
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| Section | Weight | Objectives |
|---|---|---|
| Ensuring solution quality and reliability | 17% | - Troubleshooting and optimization
|
| Operationalizing machine learning models | 20% | - Deploying and maintaining ML models
|
| Building and operationalizing data processing systems | 25% | - Deploying and managing systems
|
| Designing data processing systems | 20% | - Designing for regulatory and security requirements
|
| Maintaining and automating data workloads | 18% | - Automation and repeatability
|
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