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Fundamentals of Data Analytics: With a View to Machine Learning

By (author) Rudolf Mathar, By (author) Gholamreza Alirezaei, By (author) Emilio Balda, By (author) Arash Behboodi

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| book description |

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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Normally shipped | This title will take longer to obtain, and should be delivered in 6-8 weeks
Publisher | Springer Nature Switzerland AG
Published date | 16 Sep 2020
Language |
Format | Hardback
Pages | 127
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-3-0305-6830-6
Readership Age |
BISAC | mathematics / probability & statistics / general

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Normally shipped | Available from overseas. Usually dispatched in 14 days
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Normal Price | R 3 869.95
Price | R 3 482.95 | on special |

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The Correspondent

Virginia Evans
Hardback
288 pages
was: R 450.95
now: R 405.95
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Exiles: Times book of the month 'Stanley Kubrick meets MR James'

Mason Coile
Paperback / softback
224 pages
was: R 517.95
now: R 465.95
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A terrifying locked-room mystery set in a remote outpost on Mars.

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Broken Country: AMAZON'S BOOK OF THE YEAR - THE MILLION-COPY BESTSELLER

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Paperback / softback
320 pages

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An epic love story with the pulse of a thriller that asks: what would you risk for a second chance at first love?

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Theory & Practice

Michelle de Kretser
Hardback
192 pages
was: R 420.95
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