Numsense! data science for the layman : (Record no. 11647)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00857 a2200181 4500 |
| FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190416b ||||| |||| 00| 0 eng d |
| INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352137619 |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.7 |
| Item number | NG |
| MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ng, Annalyn |
| TITLE STATEMENT | |
| Title | Numsense! data science for the layman : |
| Remainder of title | no math added / |
| Statement of responsibility, etc | Annalyn Ng and Kenneth Soo |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Shroff Publishers & Distributors, |
| Date of publication, distribution, etc | 2017. |
| Place of publication, distribution, etc | Mumbai : |
| PHYSICAL DESCRIPTION | |
| Extent | viii, 129 p. |
| FORMATTED CONTENTS NOTE | |
| Formatted contents note | Why data science? -- Basics in a nutshell -- k-mean clustering -- Principal component analysis -- Association rules -- Social network analysis -- Regression analysis -- K-nearest neighbors and anomaly detection -- Support vector machine -- Decision tree -- Random forests -- Neural networks -- A/B Testing and multi-armed bandits -- Appendix. |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data Science |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data |
| ADDED ENTRY--PERSONAL NAME | |
| Personal name | Soo, Kenneth |
| ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Date last borrowed | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Learning Resource Centre | Learning Resource Centre | 18/04/2019 | 20 | 351.50 | 2 | 005.7 NG | 13900 | 20/04/2024 | 09/04/2024 | 475.00 | 18/04/2019 | Books |