Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
lower-dimensional subspace while retaining as much variance as possible. This visualization simplifies the interpretation of complex datasets and facilitates exploratory data analysis. Feature Extraction: PCA identifies the most significant features in the data by ranking the importance of each