Store besparelser
Hurtig levering
Fri fragt over 499,-
Gemte
Log ind
0
Kurv
Kurv
Mathematical Foundations of Big Data Analytics
Engelsk
Bogcover for Mathematical Foundations of Big Data Analytics af Vladimir Shikhman, David Muller, 9783662625200
Specifikationer
Sprog:
Engelsk
Sider:
273
ISBN-13:
9783662625200
Indbinding:
Paperback
ISBN-10:
3662625202
Udg. Dato:
12 feb 2021
Størrelse i cm:
16,8 x 23,9 x 3,1
Oplagsdato:
12 feb 2021

Mathematical Foundations of Big Data Analytics

Engelsk
Paperback 2021
Format:

Bog beskrivelse
In this textbook, basic mathematical models used in Big Data Analytics are presented and application-oriented references to relevant practical issues are made. Necessary mathematical tools are examined and applied to current problems of data analysis, such as brand loyalty, portfolio selection, credit investigation, quality control, product clustering, asset pricing etc. - mainly in an economic context. In addition, we discuss interdisciplinary applications to biology, linguistics, sociology, electrical engineering, computer science and artificial intelligence. For the models, we make use of a wide range of mathematics - from basic disciplines of numerical linear algebra, statistics and optimization to more specialized game, graph and even complexity theories. By doing so, we cover all relevant techniques commonly used in Big Data Analytics.
Each chapter starts with a concrete practical problem whose primary aim is to motivate the study of a particular Big Data Analytics technique. Next, mathematical results follow - including important definitions, auxiliary statements and conclusions arising. Case-studies help to deepen the acquired knowledge by applying it in an interdisciplinary context. Exercises serve to improve understanding of the underlying theory. Complete solutions for exercises can be consulted by the interested reader at the end of the textbook; for some which have to be solved numerically, we provide descriptions of algorithms in Python code as supplementary material.
This textbook has been recommended and developed for university courses in Germany, Austria and Switzerland.
... Vis mere

Forlags Vejl. pris
384,42 kr
Hos Booktok
311 kr
spar 19%
Læg i kurv nu
Sikker betaling
23 - 25 hverdage

Specifikationer
Sprog:
Engelsk
Sider:
273
ISBN-13:
9783662625200
Indbinding:
Paperback
ISBN-10:
3662625202
Udg. Dato:
12 feb 2021
Størrelse i cm:
16,8 x 23,9 x 3,1
Oplagsdato:
12 feb 2021
Finder produkter...
Kategori sammenhænge