Svd.
and vectors to perform dimensionality reduction. Finally, we reconstruct the reduced dataset by multiplying the selected singular values and vectors. The original and reduced datasets are then printed for comparison. Note: In this example, we used a small 5x4 dataset for simplicity. In practice,