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๐Ÿ‘‹ Hello Cloud Engineers & Data Engineering Learners!

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Explore **Stream Messages from Pub/Sub to Cloud Storage using Dataflow | GSP903**, a Google Cloud lab focused on real-time data processing with **Pub/Sub, Dataflow, Apache Beam, and Cloud Storage**.

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๐ŸŽฏ WHAT YOU'LL LEARN
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๐Ÿ“จ Stream messages from Pub/Sub
โš™๏ธ Build a streaming Dataflow pipeline
โฑ๏ธ Window messages by timestamp
โ˜๏ธ Write processed data to Cloud Storage
๐Ÿ“Š Monitor Dataflow jobs and pipeline metrics
๐Ÿ”„ Understand real-time data processing workflows

The current Google Skills version covers reading Pub/Sub messages, windowing them by timestamp, and writing the results to Cloud Storage.

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๐Ÿš€ HORIZON
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๐Ÿ“Œ Learning Guide & Cloud Resources

๐ŸŒ HORIZON APP
๐Ÿ‘‰ https://horizon.orbitofops.com/arcade-trail-data-engineering-and-security?ref=youtube

โšก Horizon is the Orbit of Ops companion for Google Cloud Skills Boost labs, cloud concepts, documentation, AI tools, and productivity resources.

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โ˜๏ธ OFFICIAL RESOURCES
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๐Ÿ“˜ Google Skills โ€” GSP903
[GSP903 Official Lab](https://www.skills.google/focuses/18457?utm_source=chatgpt.com)

๐Ÿ“– Dataflow
[Google Cloud Dataflow Documentation](https://cloud.google.com/dataflow/docs?utm_source=chatgpt.com)

๐Ÿ“– Pub/Sub
[Google Cloud Pub/Sub Documentation](https://cloud.google.com/pubsub/docs?utm_source=chatgpt.com)

๐Ÿ“– Apache Beam
[Apache Beam Documentation](https://beam.apache.org/?utm_source=chatgpt.com)

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โš ๏ธ Always follow the latest official Google Cloud documentation and lab instructions.

๐Ÿ“ข Educational and informational content. Orbit of Ops is an independent educational platform and is not affiliated with Google LLC or Google Cloud.

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#GoogleCloud #GCP #GSP903 #Dataflow #PubSub #CloudStorage #ApacheBeam #DataEngineering #StreamingData #DataPipelines #GoogleCloudSkillsBoost
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