Linear vs Non-linear Transformations

• Linear transformations use a linear function

• Non-linear functions use a non-linear function

• Linear transformations maintain the distribution of the data

• Can stretch the distribution
• Multiplicative transformation
• Can shift the distribution
• Additive transformation