END-TO-END : EDA + RANDOM FOREST REGRESSOR + MODEL DEPLOYMENT ON HEROKU
Cardekho app link: https://cardekhoxx.herokuapp.com/
Github : https://github.com/deepakat002/cardekho
Documentation:
1. How to select encoders chart: https://innovation.alteryx.com/encode...
2.11-categorical-encoders-and-benchmark: https://www.kaggle.com/subinium/11-ca...
Chapters:
1. Importing libraries and reading dataset 01:10
2. EDA + Data Treatment : 01:58
3. Feature Engineering: 18:20
4. Model building: 21:51
5. Saving the ml model using pickle: 24:14
6. Model deployment: 26:06
I hope that you like this video. If I have done any mistakes please mention those in comments. Also if you have any doubts, please do comment. I will try my best to resolve them. Stay safe. Stay happy :)
#coderzero #modeldeployment #randomforest #heroku