Today I was exploring concepts of Data preprocessing - Normalization and Standardization
I totally understand the math behind both concepts. I can transformed original data into normalized data for respected features correctly, like a Machine. However, I can’t explain these concepts to a layman.
My questions are,
- What was the need/application of these concepts? Can we compare these methods?
- How would you explain these to a layman?