Surge price prediction

In this video, I show you how to implement surge price prediction on a given dataset of Uber. Surge price or surge multiplier is a number that is multiplied to original price to get maximum profit. The dataset is present on Kaggle.

Kaggle Dataset Link :- https://www.kaggle.com/datasets/ravi72munde/uber-lyft-cab-prices

Kaggle Notebook Link :- https://www.kaggle.com/code/gauranggupta123/surge-price-prediction

Resources :- https://scikit-learn.org/stable/supervised_learning.html#supervised-learning

0:00 :- Introduction
1:35 :- Data description
5:45 :- Data preprocessing
18:07 :- Feature selection
19:32 :- Label encoding and data splitting
21:23 :- Feature sampling
22:22 :- Model training
23:03 :- Feature Importance
26:03 :- Model evaluation
30:09 :- Thank you for watching the video