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Titlebook: Linear Algebra with Python; Theory and Applicati Makoto Tsukada,Yuji Kobayashi,Masato Noguchi Textbook 2023 The Editor(s) (if applicable) a

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Inner Product and Fourier Expansion,In this chapter, we consider a scalar-valued binary operation on a linear space called an inner product. It leads to the concepts of the length of a vector and the orthogonality between vectors, which give to a linear space the structure of Euclidean geometry. Also, we learn the meaning of orthogonality between functions in a function space.
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Jordan Normal Form and Spectrum, arbitrary matrices not necessarily diagonalizable. We explain how to compute them in Python for large matrices which may be hard and cumbersome using only paper and pencil. We also make a program which generates classroom or examination problems.
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Makoto Tsukada,Yuji Kobayashi,Hiroshi Kaneko,Sin-Ei Takahasi,Kiyoshi Shirayanagi,Masato Noguchio interview forms does not really differ fundamentally. In fact, quite the opposite applies: central themes in both methodological traditions include the problems of gaining access to the elite or to experts (particularly at a high level) as well as the specifics of interaction and the actual interv
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