StandardScaler to numerical features and OneHotEncoder to categorical features.
When working with real-world datasets, we often have:
Numerical features (e.g., Age, Salary)
Categorical features (e.g., Gender, Country)
To improve model performance, we need to:✔ Standardize numerical features (for algorithms sensitive to scale...
mlbook.hashnode.dev2 min read