Python Book for learning Python focusing on vector calculus (matrices, eigenvalues, eigenvectors, etc.)

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I am looking for a book for learning Python so as to compute matrices, eigenvalues, eigenvectors, divergence, curl (i.e vector calculus).

If you also have online recommendations please feel free to write them.
 
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