सरल बीजगणित
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Singular Value Decomposition का उपयोग image compression के लिए किया जा सकता है।
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एक matrix का determinant बतata hai ki agar matrix ko ek shape par apply kiya jaye to area kitna badlega.
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eigenvalues ko equation [ \det(\lambda I - A) = 0 ] से define kiya gaya hai.
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NumPy ka
linalgpackage linear algebra mein problems ko study aur solve karne ke liye use kiya ja sakta hai. -
n-dimensional space mein linear algebra transforms ka use karke matrices ko samajhne ke liye.
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Ek matrix ek group of numbers hai jo rows aur columns mein arrange kiya gaya hai.
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Equation [ Ax = B ] ka solution tab hai jab [ \text{rank}(A) = \text{rank}(B) ].
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Ek matrix ka rank uske echelon form mein linearly independent rows (ya columns) ka number hai.