Official Google Cloud resources and high-quality study materials to help you prepare for the Professional Data Engineer certification exam.
Free learning path from Google covering all Professional Data Engineer exam objectives including BigQuery, Dataflow, and Pub/Sub.
Professional certificate course from Google Cloud covering data engineering concepts and hands-on projects.
Official exam guide detailing all topics and skills measured on the Professional Data Engineer certification exam.
Comprehensive documentation for Google BigQuery - the fully managed enterprise data warehouse for analytics.
Official documentation for Cloud Dataflow, Google's fully managed streaming and batch data processing service.
Hands-on labs for building data engineering solutions on Google Cloud Platform with real GCP environments.
Free Google Cloud account with $300 credit and always-free products - perfect for hands-on practice.
Active community forums where you can ask questions, share knowledge, and connect with Google Cloud experts.