AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
analysis and machine learning. Its primary goal is to transform high-dimensional data into a lower-dimensional representation, capturing the most important information. Here’s the motivation for PCA: As we aim to identify patterns within datasets, it’s desirable for the data to be distributed