Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
dimensionality of data while preserving the most critical information. It accomplishes this by transforming the original variables into a new set of uncorrelated variables called principal components. Data Visualization: PCA aids in visualizing high-dimensional data by projecting it onto a