Comprehensive data strategy pipeline for AI architects on GCP featuring Cloud Storage for data lake, Dataflow for ETL processing, BigQuery for analytics warehouse, Vertex AI for model training, Cloud SQL for operational data, and Pub/Sub for real-time streaming. Implements the data-to-AI transformation pattern. Fork this diagram on Diagrams.so to customize the data zones or add additional ML training pipelines for your data strategy. Source: https://cloud.google.com/blog/topics/developers-practitioners