Real Time Machine Learning with Cloud Dataflow and Vertex AI

In this Project, you will:

Configure and execute a real time flight event simulation in Python

Configure and deploy a streaming Google Cloud Dataflow job to provide real-time flight delay predictions

1.5 hours
Intermediate
No download needed
Shareable certificate
English
Desktop only

This is a self-paced lab that takes place in the Google Cloud console. Implement a real-time, streaming machine learning pipeline that uses Cloud Dataflow and Vertex AI.

Skills you will develop

  • Dataflow

  • Machine Learning

  • Data Management

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Learn a new tool or skill in an interactive, hands-on environment

You'll gain access to software and tools in a cloud workspace - no download required

Offered by

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Google Cloud

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