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Mathematical underpinnings of analytics : theory and applications

Author: Peter Grindrod
Publisher: Oxford : Oxford Univ. Press, 2015
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

A cutting edge graduate level book on the way the mathematical analytics of big data can add value and bring competitive advantage to consumer-facing industries.

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Document Type: Book
All Authors / Contributors: Peter Grindrod
ISBN: 9780198725091 0198725094
OCLC Number: 901013221
Description: XIII, 261 S. ; 24 cm
Contents: Introduction: The Underpinnings of Analytics ; 1. Similarity, Graphs and Networks, Random Matrices and SVD ; 2. Dynamically Evolving Networks ; 3. Structure and Responsiveness ; 4. Clustering and Unsupervised Classication ; 5. Multiple Hypothesis Testing Over Live Data ; 6. Adaptive Forecasting ; 7. Customer Journeys and Markov Chains ; Appendix: Uncertainty, Probability and Reasoning
Responsibility: Peter Grindrod

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There is a great need for this book, which connects the typical analytical problems that organizations face with the underlying maths and statistics to solve them. Grindrod communicates his deep Read more...

 
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