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How does change of basis work?
Change of basis in terms of linear maps
Inner product, inner product space and associated norm
What is the Cauchy-Schwarz Inequality? Prove it
What are the different consequences of the cauchy-schwarz inequality?
What is an orthogonal basis, set and orthogonal complement?
Generalised Fourier coefficient of x
Gram-Schmidt Method of Orthogonalisation and Definition of Vector Projections
Closest element in span to x using fourier coefficients
Simple differentiability in smaller dimensions
Frechet Differentiability in R² with tangents
Frechet Differentiable in R^n
Gradient and directional derivative