03 - Data Normalization (3)

Solution 1: Min-Max normalization

$$\hat{x}=\frac{x-\text{min}(x)}{\text{max}(x)-\text{min}(x)}$$

Solution 2: Standardization

$$\hat{x}=\frac{x-\text{mean}(x)}{\text{std}(x)}$$