MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02171nam a2200517 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
BDZ0021569273 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
StDuBDS |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20201209145450.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
130620s2013 cc a f 001 0 eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781449361327: |
| Terms of availability |
£26.99 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1449361323 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)844460899 |
| Canceled/invalid control number |
(OCoLC)844728943 |
| -- |
(OCoLC)877951232 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
StDuBDS |
| Transcribing agency |
StDuBDS |
| Modifying agency |
StDuBDSZ |
| Description conventions |
rda |
| 050 #0 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Item number |
P7 2013 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
COM |
| Source |
ukslc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
KJMK |
| Source |
thema |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UNF |
| Source |
thema |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Provost, Foster, |
| Dates associated with a name |
1964- |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data science for business / |
| Statement of responsibility, etc. |
Foster Provost and Tom Fawcett. |
| 246 14 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
What you need to know about data mining and data-analytic thinking |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Beijing : |
| Name of publisher, distributor, etc. |
O'Reilly, |
| Date of publication, distribution, etc. |
2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 384 pages : |
| Other physical details |
illustrations (black and white) ; |
| Dimensions |
24 cm |
| 500 ## - GENERAL NOTE |
|---|
| General note |
CW819 |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Subtitle from cover. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction : data-analytic thinking -- Business problems and data science solutions -- Introduction to predictive modeling : from correlation to supervised segmentation -- Fitting a model to data -- Overfitting and its avoidance -- Similarity, neighbors, and clusters -- Decision analytic thinking I : what is a good model? -- Visualizing model performance -- Evidence and probabilities -- Representing and mining text -- Decision analytic thinking II : toward analytical engineering -- Other data science tasks and techniques -- Data science and business strategy -- Conclusion. |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| a |
40.80 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Business |
| General subdivision |
Data processing |
| 9 (RLIN) |
1889 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Information science. |
| 9 (RLIN) |
4676 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Big data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
9748 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computers and IT. |
| Source of heading or term |
ukslc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Knowledge management |
| Source of heading or term |
thema |
| 9 (RLIN) |
9782 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data mining |
| Source of heading or term |
thema |
| 9 (RLIN) |
9748 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Fawcett, Tom. |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) |
|---|
| a |
170628 |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
|---|
| a |
.b10460810 |
| b |
cgen |
| c |
- |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Suppress in OPAC |
0 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| Operator's initials, OID (RLIN) |
0 |
| Cataloger's initials, CIN (RLIN) |
140821 |
| First Date, FD (RLIN) |
m |
| Local |
a |
| -- |
- |
| -- |
0 |