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Google Cloud Certified Professional Data Engineer

Getting Started
Foundational Concepts
Cloud SQL
Datastore
Bigtable
Cloud Spanner
Real Time Messaging with Cloud Pub/Sub
Data Pipelines with Cloud Dataflow
Dataproc
BigQuery
Machine Learning
Cloud Machine Learning Engine (ML Engine)
Pretrained Machine Learning API's
Datalab
Cleaning Your Data with Dataprep
Building Data Visualizations with Data Studio
Monitoring Data Engineering Workloads with Stackdriver
Final Steps