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Linear algebra / Multivariate statistics / Data analysis / Matrix theory / Singular value decomposition / Vector space model / Principal component analysis / Cluster analysis / Hidden Markov model / Algebra / Statistics / Mathematics


Foundations of Data Science 1 John Hopcroft Ravindran Kannan
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Document Date: 2014-08-25 17:40:07

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File Size: 1,98 MB

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k-means algorithm / important tools / dot product / dot products / social networks / computing / matrix product / word car / particular applications / usable massive data arising in applications / /

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Ravindran Kannan / John Hopcroft / Projection / Johnson-Lindenstrauss Theorem / /

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Machine Learning / /

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6.1 Metropolis-Hasting Algorithm / 7.2 Matrix Algorithms / k-means algorithm / Machine Learning / 7 Algorithms / Perceptron Algorithm / 313 9.7 Tree Algorithms / operating systems / Ellipsoid Algorithm / /

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