ML 8.6Lesson outlineLesson 6 of 7 in Module 8
The Curse of Dimensionality and Feature Selection
See why distance and density break down as dimensions grow, and choose fewer features.
Video in production.
Lesson outline: The Curse of Dimensionality and Feature Selection
In this lesson10 parts
- 01More columns
- 02The digits
- 03Columns that carry nothing
- 04Distances that look alike
- 05Filter methods
- 06Wrapper methods
- 07Embedded methods
- 08Selection inside the folds
- 09Reading it
- 10Code, recap, and what comes next
Builds on
This lesson stands on its own. These go deeper into what it uses.