MARC details
000 -LEADER |
fixed length control field |
01981cam a2200313 i 4500 |
001 - CONTROL NUMBER |
control field |
19327583 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
KeNaZET |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20230718101416.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
161005s2017 njua bf 001 0 eng |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
LC control number |
2016043329 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781119092940 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
ZET-ke |
Language of cataloging |
eng |
Transcribing agency |
ZET-ke |
Modifying agency |
ZET-ke |
050 00 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA76.9.D32 |
Item number |
C33 2017 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Cady, Field, |
Dates associated with a name |
1984 |
245 14 - TITLE STATEMENT |
Title |
The data science handbook / |
Statement of responsibility, etc |
by Field Cady. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Hoboken: |
Name of publisher, distributor, etc |
Wiley, |
Date of publication, distribution, etc |
c2017 |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xviii, 396 pages : |
Other physical details |
ill. |
Dimensions |
24 cm |
500 ## - GENERAL NOTE |
General note |
Includes Bibliographies Index. |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references and index. |
505 ## - FORMATTED CONTENTS NOTE |
Statement of responsibility |
Introduction: Becoming unicorn -- Data science road map -- programming languages -- my personal toolkit -- Visualizations and simple metrics -- machine learning overview -- Interlude: feature extraction ideas -- Technical communication and documentation -- Unsupervised learning: clustering and dimensionality reduction -- Regression -- Data encodings and file formats -- Big data -- Databases -- Software engineering best practices -- Natural language processing -- Time series analysis -- Probability -- Statistics -- Programming language concepts -- performance and computer memory -- Computer and data structures -- Maximum likelihood estimation and optimization -- Advances classifiers -- stochastic modelling. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Databases |
Form subdivision |
Handbooks, manuals, etc. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Statistics |
General subdivision |
Data processing |
Form subdivision |
Handbooks, manuals, etc. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Big data |
Form subdivision |
Handbooks, manuals, etc. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Information theory |
Form subdivision |
Handbooks, manuals, etc. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Display text |
Online version: |
Main entry heading |
Cady, Field, 1984- author. |
Title |
Data science handbook |
Place, publisher, and date of publication |
Hoboken, NJ : John Wiley & Sons, Inc., 2017 |
International Standard Book Number |
9781119092933 |
Record control number |
(DLC) 2016046263 |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
a |
7 |
b |
cbc |
c |
orignew |
d |
1 |
e |
ecip |
f |
20 |
g |
y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Library of Congress Classification |
Koha item type |
Books |
Classification part |
QA76.9.D32 |
Item part |
.C33 2017 |
Call number prefix |
QA76.9.D32 |
Call number suffix |
.C33 2017 |