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Iterative Approach: Apply PCA iteratively and refine the number of components based on both statistical and interpretive quality. Section 6: Beyond PCA — Other Dimensionality Reduction Techniques While PCA is a powerful technique, it’s not the only tool for dimensionality reduction. t-SNE