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Csr Form 3

Csr Form 3

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Instructions and help about Csr Form 3

hello and welcome to learn data it's great to have you on this channel i'm nilesh and in this video we'll continue to talk about pre-processing in scikit-learn and we'll look at uh specifically scaling sparse data in this video so what is the sparse matrix and what are the two formats csr and csc and we'll also look at how we can use the previously discussed method in the series to scale a sparse matrix so essentially a sparse matrix is a matrix that has lots of zeros in it so as you can see on this slide we have a dense matrix that's on the left hand side and then we have a sparse matrix that's on the right hand side so this matrix has a less to nose this has no zeros but it can have zeros but those would be less number of zeros and this has more than fifty percent of zero so we have one two three four five zeros out of nine so this is a sparse matrix and the reason why it is important to store a sparse matrix in a format in a compressed format is because it can save memory and it can

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