Automate model training and evaluation pipeline using AzureML

orcasound / aifororcas-livesystem

Real-time AI-assisted killer whale notification system (model and moderator portal) :star:

http://orcahello.ai4orcas.net/

MIT License

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Automate model training and evaluation pipeline using AzureML #132

Open anand-raju opened 1 year ago

anand-raju commented 1 year ago

There is a need to automate the e2e workflow for model training and evaluation.

### Tasks
- [ ] Copying over the jupyter notebook files onto AzureML workspace and making it work
- [ ] Have it generate the trained model file as a package (.pkl or .zip format)
- [ ] Upload the trained model in a dated folder in the blob storage for the production system to consume.

scottveirs commented 4 months ago

@pastorep I'm guessing with your plan these tasks aren't necessarily relevant any more? If so, perhaps this issue should be closed before the 2024 hackathon to reduce confusion?