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Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud

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[![Mend Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com) Welcome to [Renovate](https://togithub.com/renovatebot/renovate)! This is an onboarding PR to help you understand and configure settings before regular Pull Requests begin. 🚦 To activate Renovate, merge this Pull Request....

Bumps [gunicorn](https://github.com/benoitc/gunicorn) from 20.1.0 to 22.0.0. Release notes Sourced from gunicorn's releases. Gunicorn 22.0 has been released Gunicorn 22.0.0 has been released. This version fix the numerous security vulnerabilities. You're...

dependencies

Dataflow job fails without this permission added to the default service account

added extra permision otherwise an 403 error is thrown when trying to subscribe pubsub

Bumps [flask](https://github.com/pallets/flask) from 2.1.0 to 2.2.5. Release notes Sourced from flask's releases. 2.2.5 This is a security fix release for the 2.2.x release branch. Note that 2.3.x is the currently...

dependencies

Just running the notebook `01_exploratory_data_analysis.ipynb`, I got this error at this date and time. ![image](https://github.com/GoogleCloudPlatform/fraudfinder/assets/16627815/caa4f6e0-07f1-431c-861b-c9bb65e8e034)

I tried this use case in my own environment. I'm not an AI engineer, but I'd like to understand VertexAI framework and services. My question is about streaming data features...