Mathematics, Mathematics Education, Machine Learning, Data Science.
around the mean. We wish to represent these data points using new basis vectors. A basis is a set of independent vectors that span their ambient vector space. In simpler terms, a linear combination of all vectors in the basis ( or basis vectors ) produces every vector present in the vector space.