Hermite polynomials are a sequence of orthogonal polynomials that arise in probability, combinatorics, and physics, especially in the context of quantum mechanics. They are defined through a specific recurrence relation and play a vital role in least squares approximation as they can be used to construct polynomial approximations to functions, allowing for effective data fitting and error minimization.
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