Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
predictive models. It simplifies complexity, reveals hidden structures, and supports better decision-making. However, it’s essential to use PCA thoughtfully, with consideration of its assumptions and limitations. As we’ve seen, PCA is just one method within a broader toolkit of dimensionality