A gradient vector is a mathematical representation of the direction and rate of fastest increase of a scalar field. It consists of partial derivatives with respect to each variable, indicating how much the function changes as you move in each coordinate direction. This vector connects deeply with concepts like covariant and contravariant vectors, showcasing how vectors can transform under changes in the coordinate system.
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