Slides: github.com/kershrita/Data-For...
Notebook: www.kaggle.com/code/kershrita...
For more advanced feature selection techniques, please read this notebook.
Comprehensive Guide on Feature Selection: www.kaggle.com/code/prashant1...
Outline:
00:00 Slides: Introduction
04:04 Slides: Why Feature Selection
05:26 Slides: Feature Types & Relevance
08:08 Slides: Feature Selection Approaches
09:27 Slides: Filter Methods
15:05 Slides: Wrapper Methods
19:26 Slides: Embedded Methods
24:40 Lab: Importing
28:15 Lab: Filter Methods
33:00 Lab: Wrapper Methods
35:00 Lab: Embedded Methods
Follow Me!
Kaggle: www.kaggle.com/kershrita
GitHub: github.com/kershrita
References:
- oercollective.caul.edu.au/fou...
- www.featureform.com/post/feat...
- h2o.ai/wiki/feature-selection/
- www.javatpoint.com/feature-se...
- / feature-selection-meth...