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Fundamentals of Data Analytics
- With a View to Machine Learning
Engelsk
Bogcover for Fundamentals of Data Analytics af Gholamreza Alirezaei, Emilio Balda, Arash Behboodi, Rudolf Mathar, 9783030568337
Specifikationer
Sprog:
Engelsk
Sider:
127
ISBN-13:
9783030568337
Indbinding:
Paperback
ISBN-10:
3030568334
Kategori:
Udg. Dato:
17 sep 2021
Størrelse i cm:
15,5 x 23,4 x 1,1
Oplagsdato:
17 sep 2021

Fundamentals of Data Analytics

- With a View to Machine Learning
Engelsk
Paperback 2021
Format:

Bog beskrivelse

This book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applied to dimensionality reduction by principal component analysis and multidimensional scaling. Diffusion maps and spectral clustering are derived as powerful tools. The methodological overlap between data science and machine learning is emphasized by demonstrating how data science is used for classification as well as supervised and unsupervised learning.

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Specifikationer
Sprog:
Engelsk
Sider:
127
ISBN-13:
9783030568337
Indbinding:
Paperback
ISBN-10:
3030568334
Kategori:
Udg. Dato:
17 sep 2021
Størrelse i cm:
15,5 x 23,4 x 1,1
Oplagsdato:
17 sep 2021
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