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: t.me/alea_jacta_est_circe 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!
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...)
I am also planning to make available the data (especially raw data with matches and odds)
09/05/2022, 5:00 PM
This is really cool! Thanks for sharing. I love Raspberry Pi projects
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 !