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Understanding functional and technical aspects of Google Professional Data Engineer Exam Building and operationalizing data processing systems

The following will be discussed here:

• Data cleansing
• Validating a migration
• Storage costs and performance
• Adjusting pipelines
• Batch and streaming
• Building and operationalizing pipelines
• Migrating from on-premises to cloud (Data Transfer Service, Transfer Appliance, Cloud Networking)
• Data acquisition and import
• Transformation
• Building and operationalizing data processing systems
• Effective use of managed services (Cloud Bigtable, Cloud Spanner, Cloud SQL, BigQuery, Cloud Storage, Cloud Datastore, Cloud Memorystore)
• Awareness of current state and how to migrate a design to a future state
• Building and operationalizing storage systems
• Provisioning resources
• Lifecycle management of data
• Building and operationalizing processing infrastructure
• Testing and quality control
• Monitoring pipelines
• Integrating with new data sources

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Google Professional Data Engineer Practice Test Questions, Google Professional Data Engineer Exam Practice Test Questions

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

This course is normally taken by data scientists, data analysts, and business analysts who are in the field of Google Сloud. It is a good way to prepare for your final exam because it teaches you all the details including 7 modules that cover all the Professional Data Engineer exam objectives:

• Compute and Storage Fundamentals
• Additional Resources
• Introducing Google Cloud Platform ‘
• Scaling Data Analytics
• Machine Learning
• Data Processing Architectures
• Data Analytics on the Cloud

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