Doing data science / (Record no. 16042)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01421nam a2200241Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NULRC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250520102820.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250520s9999 xx 000 0 und d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781449358655 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | NULRC |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA 76.9 .S37 2014 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Schutt, Rachel |
| Relator term | author |
| 245 #0 - TITLE STATEMENT | |
| Title | Doing data science / |
| Statement of responsibility, etc. | Rachel Schutt and Cathy O'Neil. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | [Place of publication not identifed] : |
| Name of publisher, distributor, etc. | [publisher not identified], |
| Date of publication, distribution, etc. | c2014 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxiv, 375 pages : |
| Other physical details | illustrations ; |
| Dimensions | 23 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | USD46.67 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction : what is data science? -- Statistical inference, exploratory data analysis, and the data science process -- Algorithms -- Spam filters, Naive Bayes, and wrangling -- Logistic regression -- Time stamps and financial modeling -- Extracting meaning from data -- Recommendation engine : building a user-facing data product -- Data visualization and fraud detection -- Social networks and data journalism -- Causality -- Epidemiology -- Lessons learned from data competitions -- Data engineering -- The Students speak -- Next-generation data scientists, Hubris and ethics. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | A guide to the usefulness of data science covers such topics as algorithms, logistic regression, financial modeling, data visualization, and data engineering |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | BIG DATA |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Schutt, Rachel |
| Relator term | co-author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Gen. Ed. - CCIT | LRC - Graduate Studies | National University - Manila | General Circulation | 06/14/2017 | Purchased - Amazon | 333.46 | GC QA 76.9 .S37 2014 | NULIB000013801 | 05/20/2025 | c.1 | 05/20/2025 | Books |