AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
that can be easily visualized. 5. Linear Relationships: When the relationships between variables are mostly linear, PCA is a suitable technique. Python Implementation import numpy as np from sklearn.decomposition import PCA from sklearn.preprocessing import StandardScaler from