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Music-Recommendation-Engine-Project / Music-Recommendation-Engine

Music Recommendation System
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Deployment of the Model #12

Open Ferno22 opened 1 year ago

Ferno22 commented 1 year ago

For the deployment of the model several methods were considered. At first the plan was to make a website and deploy both the backend and the frontend into azure using the MLops pipeline. In our most recent meeting, we agreed to change our approach and focus on the actual tests and functionality of the model because of time issues.

barto-official commented 1 year ago

Just to clarify:

  1. The original Version (assuming the model would be prepared with enough time before final deadline): Build a React app, build a simply enough backend, and connect to the model. Deliver everything to Azure.

  2. Why the change? There is a variation of how the final model will work (what input it will take, and what exact output it will deliver). That is why, the focus is on building a proper deployment and tests, leaving the webdev aside. (just prioritized)

barto-official commented 1 year ago

Update: the new deployment files will be delivered after data is deployed to Firebase (adjust the test accordingly as well)