I've been working with Pandas and sklearn for many many years as a Data Scientist.
If the csv file is clean, I think I can write a couple of different regression models for you in a matter of hours.
Approach:
- Load the data using pandas
- Visualise some stats about the data: outliers, colomn feature means, ... to see if there is anything that needs to be cleaned up
- Try out a few basic baseline models (Linear Regression, Random Forrest, SVM, ...)
- Evaluate the models performance using K-fold crossvalidation on a held-out test set
- Try out a full sklearn pipeline that ensembles a few models together
- Dump the best ensemble model to a Pickle file so you can easily load it on your own systems and run predictions on new, incoming data.
Again, I think I can do this in a couple of hours time! Just let me know if I can start!
I'll 15€/hour for this kind of standard ML work and I think I should be able to do this in about 5 hours, so I'm guessing 80€ will definitely be enough to complete this! (Never mind the bidding amount, it's random anyway)