AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
to Use SVD: 1. Dimensionality Reduction: When the goal is to reduce the dimensionality of the data while preserving its essential structure. 2. Recommender Systems: In collaborative filtering-based recommender systems, SVD is used to identify latent factors that capture user-item interactions. 3.