Data Dreamland, Subash Palvel, Data Science, Dimensionality Reduction, Machine Learning.
can improve computational efficiency, eliminate noise, and enhance the performance of machine learning models. In this article, we will explore some popular dimensionality reduction techniques and discuss their applications and advantages. Principal Component Analysis (PCA) PCA is one of the most