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reduction techniques. Understanding when and how to apply PCA — or alternatives like t-SNE and LDA — can significantly enhance your data analysis projects. References Jolliffe, I. T. (2002). Principal Component Analysis. Springer. Maaten, L. van der, & Hinton, G. (2008). Visualizing Data using