Information Theory
A basis is a set of vectors in a vector space that are linearly independent and span the entire space. This means that every vector in the space can be expressed as a unique linear combination of the basis vectors. The concept of a basis is fundamental in understanding the structure of vector spaces and serves as a foundation for linear transformations, allowing us to represent vectors and perform operations in a more manageable way.
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