Singular Value Decomposition, often called SVD, is one of the most important mathematical concepts in data science and machine learning. Even though the name sounds difficult, the idea behind it is easier to understand when broken into small steps. SVD helps simplify large datasets and makes it easier for computers to find patterns in information. In simple terms, Singular Value Decomposition...