Data science for complex systems (Record no. 7655)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01708nam a22002177a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241216191709.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241216b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781108844796 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | CHA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Chakrabarti, Anindya S |
| 245 ## - TITLE STATEMENT | |
| Title | Data science for complex systems |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | Cambridge University Press |
| Place of publication, distribution, etc. | New York |
| Date of publication, distribution, etc. | 2023 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | x, 293 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 54.99 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Many real-life systems are dynamic, evolving, and intertwined. Examples of such systems displaying 'complexity', can be found in a wide variety of contexts ranging from economics to biology, to the environmental and physical sciences. The study of complex systems involves analysis and interpretation of vast quantities of data, which necessitates the application of many classical and modern tools and techniques from statistics, network science, machine learning, and agent-based modelling. Drawing from the latest research, this self-contained and pedagogical text describes some of the most important and widely used methods, emphasising both empirical and theoretical approaches. More broadly, this book provides an accessible guide to a data-driven toolkit for scientists, engineers, and social scientists who require effective analysis of large quantities of data, whether that be related to social networks, financial markets, economies or other types of complex systems.<br/>(https://www.cambridge.org/core/books/data-science-for-complex-systems/304F66053C62CD439FDFA46D2D4323A8#fndtn-information) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data mining |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | System theory--Data processing |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bakar, Shuvo K |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chakraborti, Anirban |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | IT & Decisions Sciences | 1182037 | 22-11-2024 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 12/17/2024 | Atlantic Publishers & Distributors | 4131.95 | 006.3 CHA | 006796 | 12/17/2024 | 1 | 6356.84 | 12/17/2024 | Book |