Full Stack Data Science Project Ideas

I'll have some free time soon and wanted to do a DS project in my free time.

Structure would look something like this:

* Scrape some data or get it from some source
* Store the data in some database
* EDA
* Train "cutting edge" "state of the art" ML model (probably random forest or xgboost)
* FastAPI to get predictions
* (Maybe some front end)
* Use predictions as input for optimization problem, solve using Linear Programming (this …

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