Singular Value Decomposition (SVD) – A Powerful Tool for Dimensionality Reduction

Introduction In the realm of machine learning and data science, high-dimensional datasets are common. Managing and processing such data efficiently can be challenging. Singular Value Decomposition (SVD) is a powerful linear algebra technique that pla...