Data Mining and Data Warehousing:Principles and Practical Techniques (Record no. 2488)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02562nam a22002057a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200224112009.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200118b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-1-108-72774-7 |
| 028 ## - PUBLISHER NUMBER | |
| Source | Allied Informatics, Jaipur |
| Bill Number | 7084 |
| Bill Date | 13/01/2020 |
| Purchase Year | 2019-20 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | BSDU |
| Language of cataloging | English |
| Transcribing agency | BSDU |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | BHA |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bhatia,Parteek |
| 245 ## - TITLE STATEMENT | |
| Title | Data Mining and Data Warehousing:Principles and Practical Techniques |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | United Kingdom |
| Name of publisher, distributor, etc. | Cambridge University Press |
| Date of publication, distribution, etc. | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 477 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Written in lucid language, this valuable textbook brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics including information theory, decision tree, Naïve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts and operational data store are discussed comprehensively. The textbook is written to cater to the needs of undergraduate students of computer science, engineering and information technology for a course on data mining and data warehousing. The text simplifies the understanding of the concepts through exercises and practical examples. Chapters such as classification, associate mining and cluster analysis are discussed in detail with their practical implementation using Weka and R language data mining tools. Advanced topics including big data analytics, relational data models and NoSQL are discussed in detail. Pedagogical features including unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding.<br/><br/>Discusses important concepts with their practical implementation using Weka and R language data mining tools<br/>Includes advanced topics such as big data analytics, relational data models and NoSQL that are discussed in detail<br/>Pedagogical features including unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding<br/><br/>Preface<br/>Acknowledgement<br/>Dedication<br/>1. Beginning with machine learning<br/>2. Introduction to data mining<br/>3. Beginning with Weka and R language<br/>4. Data pre-processing<br/>5. Classification<br/>6. Implementing classification in Weka and R<br/>7. Cluster analysis<br/>8. Implementing clustering with Weka and R<br/>9. Association mining<br/>10. Implementing association mining with Weka and R<br/>11. Web mining and search engine<br/>12. Operational data store and data warehouse<br/>13. Data warehouse schema<br/>14. Online analytical processing<br/>15. Big data and NoSQL |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data Mining |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | BSDU Knowledge Resource Center, Jaipur | BSDU Knowledge Resource Center, Jaipur | General Stacks | 01/18/2020 | 695.00 | 006.312 BHA | 018035 | 02/12/2020 | 695.00 | 01/18/2020 | Books |