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Create Streaming Data Pipeline on GCP with Cloud Pub/Sub, Dataflow, and BigQuery

Hands-On Lab


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This lab will simulate live highway sensor data which will be published to a Cloud Pub/Sub topic. Then, a Cloud Dataflow streaming pipeline will subscribe to it. The pipeline will take the streaming sensor data, transform it, and insert it into a BigQuery table. We will then view the streaming inserts in BigQuery while they are in progress, and attempt to gain some useful insights from the streaming data.

What are Hands-On Labs?

Hands-On Labs are scenario-based learning environments where learners can practice without consequences. Don't compromise a system or waste money on expensive downloads. Practice real-world skills without the real-world risk, no assembly required.