Principal Component Analysis and Randomness Test for Big Data Analysis

  • CategoryOther
  • TypeE-Books
  • LanguageEnglish
  • Total size5.5 MB
  • Uploaded Byfreecoursewb
  • Downloads15
  • Last checkedJun. 06th '23
  • Date uploadedJun. 05th '23
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Principal Component Analysis and Randomness Test for Big Data Analysis



https://DevCourseWeb.com

English | 2023 | ISBN: 9811939667 | 153 Pages | PDF (True) | 6 MB

This book presents the novel approach of analyzing large-sized rectangular-shaped numerical data (so-called big data). The essence of this approach is to grasp the "meaning" of the data instantly, without getting into the details of individual data. Unlike conventional approaches of principal component analysis, randomness tests, and visualization methods, the authors' approach has the benefits of universality and simplicity of data analysis, regardless of data types, structures, or specific field of science.

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