1 - Understanding the Professional Data Engineer Certification
Position the Professional Data Engineer certification among the offeringsDistinguish between Associate and ProfessionalProvide guidance between Professional Data Engineer and Associate Cloud EngineerDescribe how the exam is administered and the exam rulesProvide general advice about taking the exam
2 - Sample Case Studies for the Professional Data Engineer Exam
3 - Designing and Building (Review and preparation tips)
Designing data processing systemsDesigning flexible data representationsDesigning data pipelinesDesigning data processing infrastructureBuild and maintain data structures and databasesBuilding and maintaining flexible data representationsBuilding and maintaining pipelinesBuilding and maintaining processing infrastructure
4 - Analyzing and Modeling (Review and preparation tips)
Analyze data and enable machine learningAnalyzing dataMachine learningMachine learning model deploymentModel business processes for analysis and optimizationMapping business requirements to data representationsOptimizing data representations, data infrastructure performance and cost
5 - Reliability, Policy, and Security (Review and preparation tips)
Design for reliabilityPerforming quality controlAssessing, troubleshooting, and improving data representation and data processing infrastructureRecovering dataVisualize data and advocate policyBuilding (or selecting) data visualization and reporting toolsAdvocating policies and publishing data and reportsDesign for security and complianceDesigning secure data infrastructure and processesDesigning for legal compliance
6 - Resources and next steps
Resources for learning more about designing data processing systems, data structures, and databasesResources for learning more about data analysis, machine learning, business process analysis, and optimizationResources for learning more about data visualization and policy Resources for learning more about reliability designResources for learning more about business process analysis and optimizationResources for learning more about reliability, policies, security, and compliance
Actual course outline may vary depending on offering center. Contact your sales representative for more information.
Who is it For?
This course is intended for the following participants:
Cloud professionals interested in taking the Data Engineer certification exam.
Data engineering professionals interested in taking the Data Engineer certification exam.
To get the most out of this course, participants should have:
Familiarity with Google Cloud Platform to the level of the Data Engineering on Google Cloud Platform course (suggested, not required)