I have tried never so hard as much as I have tried to work on this. And that was due to my struggle to do a lot of things by myself. Playing around with pipeline’s functions is exciting but comes with a price tag
Anyway, I have managed to get an RMSE of < 25000 and an R2 of 90%
I have tried a lot of things and none of it is ‘technically’ above what we learned in its course.
I hope that this project will invite lots of feedback as well as provide newbies some more ways to think of ML problems.
How can I further improve it?
I request all seniors to give it a glimpse and prove me your priceless feedback
My Best Regards,
Predicting House Sale Data.ipynb (1.5 MB)
Click here to view the jupyter notebook file in a new tab