Data mining and machine learning : (Record no. 1263)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01463nam a22001817a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20211125135047.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 211125b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781108473989 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.312 |
| Item number | ZAK |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zaki, Mohammed J |
| 245 ## - TITLE STATEMENT | |
| Title | Data mining and machine learning : |
| Remainder of title | fundamental concepts and algorithms |
| Statement of responsibility, etc. | Mohammed J Zaki; Wagner Meira |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2ND |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | NY : |
| Name of publisher, distributor, etc. | Cambridge University Press, 2020. |
| Date of publication, distribution, etc. | ©2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Page number | 766 pages |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | Part one: Data analysis foundations |
| -- | Part two: Frequent pattern mining - |
| -- | Part three: Clustering |
| -- | Part four: Classification |
| -- | Part five: Regression |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts.New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| -- | 4342 |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| -- | 4343 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Inventory number | Total Checkouts | Total Renewals | Full call number | Barcode | Checked out | Date last seen | Date last checked out | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | General Stacks | 23.11.2021 | 2944 | 2 | 1 | 006.312 ZAK | 0003793 | 29.12.2025 | 29.10.2024 | 29.10.2024 | 5904.00 | 25.11.2021 | Books | ||||
| Dewey Decimal Classification | Not For Loan | Reference | IIITDM Kurnool | IIITDM Kurnool | Reference | 23.11.2021 | 2944 | 006.312 ZAK | 0003794 | 09.03.2022 | 5904.00 | 25.11.2021 | Reference |