Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
shows the scale difference between the original, normalized and standardized feature values. As we can see, scaling does not affect the shape of the data distribution. 4. Dimensionality Reduction Today, we have enormous data, and we can build a vast collection of features to train our models. For