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Data science for complex systems
This text provides an accessible guide to the tools and techniques of data science that can be utilised for the analysis of complex systems. This text is an invaluable resource for scientists, engineers and social scientists who require effective analysis of large quantities of data.
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Main Authors: | , , |
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Format: | Book |
Language: | English |
Published: |
Cambridge, United Kingdom ; New York, NY :
Cambridge University Press,
2023.
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Physical Description: |
x, 293 pages : illustrations (black and white) ; 25 cm. |
Subjects: |
MARC
LEADER | 00000cam a2200000 i 4500 | ||
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003 | OCoLC | ||
005 | 20240409112426.0 | ||
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082 | 0 | 4 | |a 006.3/12 |2 23 |
100 | 1 | |a Chakrabarti, Anindya S., |0 https://id.loc.gov/authorities/names/n2016246700 |e author. | |
245 | 1 | 0 | |a Data science for complex systems / |c Anindya S. Chakrabarti, K. Shuvo Bakar, Anirban Chakraborti. |
264 | 1 | |a Cambridge, United Kingdom ; |a New York, NY : |b Cambridge University Press, |c 2023. | |
300 | |a x, 293 pages : |b illustrations (black and white) ; |c 25 cm. | ||
336 | |a text |b txt |2 rdacontent. | ||
337 | |a unmediated |b n |2 rdamedia. | ||
338 | |a volume |b nc |2 rdacarrier. | ||
504 | |a Includes bibliographical references (pages 271-291) and index. | ||
520 | 8 | |a This text provides an accessible guide to the tools and techniques of data science that can be utilised for the analysis of complex systems. This text is an invaluable resource for scientists, engineers and social scientists who require effective analysis of large quantities of data. | |
650 | 0 | |a Data mining. |0 https://id.loc.gov/authorities/subjects/sh97002073. | |
650 | 0 | |a Computational complexity. |0 https://id.loc.gov/authorities/subjects/sh85029473. | |
650 | 0 | |a System theory |0 https://id.loc.gov/authorities/subjects/sh85131743 |x Data processing. |0 https://id.loc.gov/authorities/subjects/sh99005487. | |
650 | 6 | |a Exploration de données (Informatique) |0 (CaQQLa)201-0300292. | |
650 | 6 | |a Complexité de calcul (Informatique) |0 (CaQQLa)201-0068287. | |
650 | 6 | |a Théorie des systèmes |0 (CaQQLa)201-0010973 |x Informatique. |0 (CaQQLa)201-0380011. | |
650 | 7 | |a Computational complexity. |2 fast |0 (OCoLC)fst00871991. | |
650 | 7 | |a Data mining. |2 fast |0 (OCoLC)fst00887946. | |
700 | 1 | |a Bakar, K. Shuvo, |0 https://id.loc.gov/authorities/names/nb2023008391 |e author. | |
700 | 1 | |a Chakraborti, Anirban, |0 https://id.loc.gov/authorities/names/nb2006024194 |e author. | |
776 | 0 | 8 | |i ebook version : |z 9781108953597. |
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