Machine learning for business analytics (Record no. 567587)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01212 a2200181 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250804150233.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250730b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119828792 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.403 |
| Item number | M184 |
| 245 ## - TITLE STATEMENT | |
| Title | Machine learning for business analytics |
| Remainder of title | concepts, techniques and applications in rapidminer |
| Statement of responsibility, etc | Galit Shmueli ...[et al.] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | John Wiley |
| Year of publication | 2023 |
| Place of publication | Hoboken |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxix, 699p |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Machine Learning for Business Analytics: Concepts, Techniques and Applications in RapidMiner provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Business data processing |
| -- | Data mining |
| -- | Machine learning |
| -- | Rapidminer |
| -- | Business analytics |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Shmueli, Galit |
| -- | Bruce, Peter C. |
| -- | Deokar, Amit V. |
| -- | Patel, Nitin R. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| On Display | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 30/07/2025 | 2 | 9792.00 | 658.403 M184 | A186937 | 12240.10 | Books |