How to Prepare For Google Professional Data Engineer Exam
Preparation Guide for Google Professional Data Engineer Exam
Introduction to Google Professional Data Engineer Exam
Google has established a path for IT professionals endorse as a Data Engineer on the GCP platform. This accreditation program gives Google cloud professionals a way to endorse their skills. The evaluation relies on a meticulous exam using industry standard methodology to conclude whether or not a aspirant meets Google's proficiency standards.
The Professional Data Engineer exam assesses your ability to:
- Ensure solution quality
- Design data processing systems
- Build and operationalize data processing systems
- Operationalize machine learning models
Google Professional Data Engineer Exam certification is evidence of your skills, expertise in those areas in which you like to work. If candidate wants to work on Google Professional Data Engineer and prove his knowledge, Certification offered by Google. This Google Professional Data Engineer Certification helps a candidate to validates his skills in Big Data and Data engineering Technology.
Understanding functional and technical aspects of Google Professional Data Engineer Exam Building and operationalizing data processing systems
The following will be discussed here:
- Awareness of current state and how to migrate a design to a future state
- Testing and quality control
- Effective use of managed services (Cloud Bigtable, Cloud Spanner, Cloud SQL, BigQuery, Cloud Storage, Cloud Datastore, Cloud Memorystore)
- Lifecycle management of data
- Building and operationalizing processing infrastructure
- Migrating from on-premises to cloud (Data Transfer Service, Transfer Appliance, Cloud Networking)
- Storage costs and performance
- Building and operationalizing pipelines
- Integrating with new data sources
- Provisioning resources
- Building and operationalizing storage systems
- Data acquisition and import
- Batch and streaming
- Validating a migration
- Monitoring pipelines
- Data cleansing
- Transformation
- Building and operationalizing data processing systems
- Adjusting pipelines
The Professional Data Engineer exam is the industry-standard exam that proves the candidate’s ability to do data-driven decision-making by assembling, transforming, and publishing data. If you are rooting for a career in data engineering, you should take this test. It will lead you to attain the Professional Data Engineer certification issued by Google.
Reference: https://cloud.google.com/certification/data-engineer
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Google Professional-Data-Engineer Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Ingesting and processing the data (~20% of the exam) | 20% | - Deploying and operationalizing the pipelines
|
| Maintaining and automating data workloads (~15% of the exam) | 15% | - Monitoring data pipelines and data processes
|
| Storing the data (~20% of the exam) | 20% | - Planning for using a data warehouse
|
| Preparing and using data for analysis (~15% of the exam) | 15% | - Sharing data securely
|
| Designing data processing systems (~30% of the exam) | 30% | - Designing data processing resources
|



