A general introduction to data analytics / (Record no. 208619)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01825cam a2200361 i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119296263 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119296269 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119296294 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1119296293 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Moreira, João, |
| 245 12 - TITLE STATEMENT | |
| Title | A general introduction to data analytics / |
| Statement of responsibility, etc. | by João Mendes Moreira, André C.P.L.F. de Carvalho, Tomáš Horváth. |
| 260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Hoboken, NJ : |
| Name of publisher, distributor, etc. | John Wiley & Sons, Inc., |
| Date of publication, distribution, etc. | 2019. |
| 260 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Date of publication, distribution, etc. | ©2019 |
| 300 ## - DESCRIPTION | |
| Extent | 1 online resource (xix, 323 pages) |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | What can we do with data? -- Descriptive statistics -- Descriptive multivariate analysis -- Data quality and preprocessing -- Clustering -- Frequent pattern mining -- Cheat sheet and project on descriptive analytics -- Regression -- Classification -- Additional predictive methods -- Advanced predictive topics -- Cheat sheet and project on predictive analytics -- Applications for text, web and social media. |
| 650 #0 - SUBJECT | |
| Keyword | Mathematical statistics |
| 650 #0 - SUBJECT | |
| Keyword | Electronic data processing. |
| 650 #0 - SUBJECT | |
| Keyword | Data mining. |
| 650 #7 - SUBJECT | |
| Keyword | MATHEMATICS |
| 650 #7 - SUBJECT | |
| Keyword | MATHEMATICS |
| 650 #7 - SUBJECT | |
| Keyword | Data mining. |
| 650 #7 - SUBJECT | |
| Keyword | Electronic data processing. |
| 650 #7 - SUBJECT | |
| Keyword | Mathematical statistics |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Carvalho, André Carlos Ponce de Leon Ferreira, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Horváth, Tomáš, |
| 856 40 - ONLINE RESOURCES | |
| url | https://doi.org/10.1002/9781119296294 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | e-Books |
| Home library | Current library | Accession number | Koha item type |
|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | E-2695 | e-Books |