Linear Algebra Tools For Data Mining Second Edition is popular PDF and ePub book, written by Dan A Simovici in 2023-06-16, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Linear Algebra Tools For Data Mining Second Edition can be Read Online from any device for your convenience.
Linear Algebra Tools For Data Mining Second Edition Book PDF Summary
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.
Detail Book of Linear Algebra Tools For Data Mining Second Edition PDF
- Author : Dan A Simovici
- Release : 16 June 2023
- Publisher : World Scientific
- ISBN : 9789811270352
- Genre : Computers
- Total Page : 1002 pages
- Language : English
- PDF File Size : 15,6 Mb
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