Linear Algebra Tool Data (2nd Ed)
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Book Overview This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mi...
This updated compendium provides the linear algebra background necessary to understand and develop linear algebra applications in data mining and machine learning.
Basic knowledge and advanced new topics (spectral theory, singular values, decomposition techniques for matrices, tensors and multidimensional arrays) are presented together with several applications of linear algebra (k-means clustering, biplots, least square approximations, dimensionality reduction techniques, tensors and multidimensional arrays).
The useful reference text includes more than 600 exercises and supplements, many with completed solutions and MATLAB applications.
The volume benefits professionals, academics, researchers and graduate students in the fields of pattern recognition/image analysis, AI, machine learning and databases.
Book Details Format: Hardcover | Pages: 985 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 9811270333
FormatHardcover
Pages985
LanguageEnglish
ISBN9811270333
EAN9789811270338
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
Edition2
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight3.29 Pounds
Length9.0 Inches
Width6.0 Inches
Height2.06 Inches
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