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Welcome to video lecture F10, focusing on classifying quadratic forms. The objective is to apply the principal axis theorem to classify quadratic forms based on their eigenvalues. The sign of a quadratic form (positive definite, negative definite, indefinite, etc.) is determined by the sign of its eigenvalues. A set of eigenvalues is known as the spectrum. The video will use pictures to help illustrate the process.