Alberto de Santos

09/05/2022, 3:56 PM
Hi everyone! I'd like to share with you a nice project orchestrated entirely with Prefect on top of Raspberry Pi. The project consists of an ML/AI-based football/score predictive model, running predictions for 100+ competitions across the globe, covering the entire Machine Learning end-to-end: from data acquisition, validation, model prediction/training and evaluation. I have also used the integrations with Slack (modified for Telegram) and Great Expectations for data validation/quality. In case you are interested, here is the link for the Telegram channel: if you want to have a look to the predictions and results done on a daily basis with Prefect as the orchestrator engine. Hope you like it and enjoy it as much as I did integration Prefect with Raspberry Pi!
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Anna Geller

09/05/2022, 4:31 PM
Thanks for sharing, this looks very interesting. Do you have perhaps a link to a GitHub repository with code you could share?

Alberto de Santos

09/05/2022, 4:34 PM
Hi @Anna Geller for now I am not planning to release the code, but will be happy to share how I implemented the Prefect modules (Agents, etc...)
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I am also planning to make available the data (especially raw data with matches and odds)

Chris Reuter

09/05/2022, 5:00 PM
This is really cool! Thanks for sharing. I love Raspberry Pi projects
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09/19/2022, 6:51 PM
Hi @Alberto de Santos this looks very cool. Do youi have any tips on how you build/setup Prefect on Raspberry ? Thanks !