Feature Distributions: Log Scaling and Transformations (Quick Guide) in Data Scientist
Transformations
I use transformations mainly when data is highly skewed.
- Log transform (reduces skew)
- Standard scaling (helps some models)
- Min-max scaling (0–1 range)
Next: Supervised ML

