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Fundamentals of Data Analytics
- With a View to Machine Learning
Engelsk Paperback
Fundamentals of Data Analytics
- With a View to Machine Learning
Engelsk Paperback

573 kr
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Om denne bog

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.

Product detaljer
Sprog:
Engelsk
Sider:
127
ISBN-13:
9783030568337
Indbinding:
Paperback
Udgave:
ISBN-10:
3030568334
Kategori:
Udg. Dato:
17 sep 2021
Længde:
11mm
Bredde:
234mm
Højde:
155mm
Forlag:
Springer Nature Switzerland AG
Oplagsdato:
17 sep 2021
Kategori sammenhænge