Machine Learning, Data Science, Data Scientist, Mlops, Algorithms.
Dimensionality reduction is accomplished by the use of Principal Component Analysis (PCA). It transforms the data into a new coordinate system, reducing the number of variables while preserving as much of the original data’s variation as possible. The primary components, or axis, that maximize the