Seoul Bike Count Prediction | Beginner | How to improve accuracy? | Rahul Inchal |

Описание: #machinelearning #linearregression #decisiontree #randomforests #accuracy

Hello there, I'm Rahul Inchal,
In this video, i have tried to build model and improve the accuracy using different techniques.
these are the techniques i have used in the video to make sure the model is build perfectly and there should be no sign of overfitting and underfitting.

Time Codes
0:00 - Intro
5:54 - Date time Conversion
26:58 - One Hot encoding
30:48 - Model Building
32:43 - Feature Scaling
34:48 - Linear Regression
35:24 - Decision tree regressor
36:19 - Random Forest Regressor
36:58 - K Fold Cross Validation
42:00 - Outliers treatment
Dimensionality Reduction and feature selection

GitHub - https://github.com/rahulinchal
LinkedIn - www.linkedin.com/in/rahulinchal