Professional-Data-Engineer (GCP Data Engineer)

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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