Exam Code: GCP Data Engineer
Professional Data Engineers enable data-driven decision making by collecting, transforming, and publishing data. A Data Engineer should be able to design, build, operationalize, secure, and monitor data processing systems with a particular emphasis on security and compliance; scalability and efficiency; reliability and fidelity; and flexibility and portability. A Data Engineer should also be able to leverage, deploy, and continuously train pre-existing machine learning models.
The Professional Data Engineer exam assesses your ability to:
· Design data processing systems
· Operationalize machine learning models
· Ensure solution quality
· Build and operationalize data processing systems
Section 1. Designing data processing systems
1.1 Selecting the appropriate storage technologies. Considerations include:
1.2 Designing data pipelines. Considerations include:
1.3 Designing a data processing solution. Considerations include:
1.4 Migrating data warehousing and data processing. Considerations include:
Section 2. Building and operationalizing data processing systems
2.1 Building and operationalizing storage systems. Considerations include:
2.2 Building and operationalizing pipelines. Considerations include:
2.3 Building and operationalizing processing infrastructure. Considerations include:
Section 3. Operationalizing machine learning models
3.1 Leveraging pre-built ML models as a service. Considerations include:
3.2 Deploying an ML pipeline. Considerations include:
3.3 Choosing the appropriate training and serving infrastructure. Considerations include:
3.4 Measuring, monitoring, and troubleshooting machine learning models. Considerations include:
Section4. Ensuring solution quality
4.1 Designing for security and compliance. Considerations include:
4.2 Ensuring scalability and efficiency. Considerations include:
4.3 Ensuring reliability and fidelity. Considerations include:
4.4 Ensuring flexibility and portability. Considerations include:
“Pass rate for this exam is 80%, that means you should answer 40 questions correctly out of 50. Please note we provide you total 269 Questions & Answers for your perusal”.
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Professional-Data-Engineer (GCP Data Engineer) - Full
Professional-Data-Engineer (GCP Data Engineer) - Mini
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