MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01622cam a2200337Ia 4500 |
| CONTROL NUMBER |
|---|
| control field |
864081934 |
| CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OCoLC |
| DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20190411111856.0 |
| FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
130620t20142013caua 001 0 eng d |
| NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| National bibliography number |
GBB362256 |
| Source |
bnb |
| NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
|---|
| Record control number |
016454088 |
| Source |
Uk |
| INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789351103189 |
| SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)864081934 |
| CATALOGING SOURCE |
|---|
| Original cataloging agency |
UKMGB |
| Language of cataloging |
eng |
| Transcribing agency |
UKMGB |
| Modifying agency |
OCLCO |
| -- |
TXI |
| -- |
NYP |
| LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
NYPP |
| DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.31 |
| Edition number |
23 |
| Item number |
ONE |
| MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
O'Neil, Cathy. |
| TITLE STATEMENT |
|---|
| Title |
Doing data science : |
| Remainder of title |
Straight talk from the frontline. |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Mumbai : |
| Name of publisher, distributor, etc |
O'Reilly, |
| -- |
Shroff Publishers & Distributors, |
| Date of publication, distribution, etc |
2018. |
| PHYSICAL DESCRIPTION |
|---|
| Extent |
xxiv, 375 p. : |
| Other physical details |
ill. ; |
| Dimensions |
23 cm. |
| GENERAL NOTE |
|---|
| General note |
Includes index. |
| 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 engines : building a user-facing data product at scale -- Data visualization and fraud detection -- Social networks and data journalism -- Causality -- Epidemiology -- Lessons learned from data competitions : data leakage and model evaluation -- Data engineering : MapReduce, Pregel, and Hadoop -- The students speak -- Next-generation data scientists, hubris, and ethics. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Big data. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Information science. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data structures (Computer science) |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Database management. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Cyberinfrastructure. |
| ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Schutt, Rachel, |
| Dates associated with a name |
1976- |
| ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Item type |
Books |
