E2E Project Forecast Sale Quantities

Course Discussions AI Deep Learning by IIT Roorkee
#1

Hi ,

Sharing the screenshot of my code for the Forecast Sale Quantities project done during the beginning of the AI Deep Learning course. The final prediction is based on Gradient Boosting model. Any constructive feedback is welcome.

Thank you,
Prakhar Prasad

Forecast Sale Quantities
Forecast Sale Quantities924×17184 1.75 MB

#2

Good work, Prakhar. Is it possible to run XGBoost too? Though it is difficult in CloudxLab because it consumes lots of processing and memory but it gives better results than RandomForest.

#3

Thanks Sandeep. Sure, will try to run the XGBoost. Thank you for all the advice and suggestions. This is exactly what I appreciate a lot in Cloudxlab.

#4

I realized that the last screen is clipped in the initial attachment.Hence attached it again. Now it includes the comparison table of actual vs predicted

ForecastSaleQuantities
ForecastSaleQuantities924×17908 1.8 MB