Real-Time Data Pipelines: Pub/Sub + Dataflow + BigQuery End-to-End Tutorial
Learn how to build a robust, scalable, real-time streaming data pipeline on Google Cloud Platform. In this step-by-step tutorial, we'll ingest data using Pub/Sub, process it in real-time with Apache Beam on Dataflow, and sink it into BigQuery for analysis. We will cover key streaming concepts like windowing, checkpointing, and handling late data. All code examples are in Python.
#dataengineering #googlecloud #dataflow #pubsub #bigquery #apachebeam #streamingdata #realtimeanalytics