Data mining and data warehousing : (Record no. 78671)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01578cam a2200181 i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781108727747 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | BHA |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Bhatia, Parteek, |
| 245 10 - TITLE STATEMENT | |
| Title | Data mining and data warehousing : |
| Sub Title | principles and practical techniques / |
| Statement of responsibility, etc | Parteek Bhatia. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New York ; |
| Name of publisher | Cambridge University Press : |
| Year of publication | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxxiv, 477 pages : |
| Other physical details | illustrations (some color) ; |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "This 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. It 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 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. Unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding"-- |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining |
| Form subdivision | Textbooks. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data warehousing |
| Form subdivision | Textbooks. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | General Stacks | 29.06.2020 | 6378.40 | 006.312 BHA | 68805 | 29.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | General Stacks | 29.06.2020 | 6378.40 | 006.312 BHA | 68806 | 29.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | General Stacks | 29.06.2020 | 6378.40 | 006.312 BHA | 68807 | 29.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | General Stacks | 29.06.2020 | 6378.40 | 006.312 BHA | 68808 | 29.06.2020 | Books | ||||
| Computer Science | Prof. Ram Dayal Munda Central Library | Prof. Ram Dayal Munda Central Library | General Stacks | 29.06.2020 | 6378.40 | 006.312 BHA | 68809 | 29.06.2020 | Books |