MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01592cam a22003375i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
18391187 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
EG-ScBUE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200305142252.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
141201t20152015maua f b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780262029445 (hardcover : alk. paper) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
DLC |
| Modifying agency |
DLC |
| -- |
EG-ScBUE |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.31 |
| Item number |
KEL |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kelleher, John D., |
| Dates associated with a name |
1974- |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Fundamentals of machine learning for predictive data analytics : |
| Remainder of title |
algorithms, worked examples, and case studies / |
| Statement of responsibility, etc |
John D. Kelleher, Brian Mac Namee, Aoife D'Arcy. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cambridge, Massachusetts : |
| Name of publisher, distributor, etc |
Massachusetts Institute of Technology Press (MIT), |
| Date of publication, distribution, etc |
[2015] |
| 264 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Date of publication, distribution, etc |
c2015 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxii, 595 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Machine learning for predictive data analytics -- Data to insights to decisions -- Data exploration -- Information-based learning -- Similarity-based learning -- Probability-based learning -- Error-based learning -- Evaluation -- Case study : customer churn -- Case study : galaxy classification -- The art of machine learning for predictive data analytics. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| Source of heading or term |
BUEsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| Source of heading or term |
BUEsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Prediction theory. |
| Source of heading or term |
BUEsh |
| 9 (RLIN) |
40925 |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Resource For college |
Informatics and Computer Science |
| Arrived date list |
March2020 |
| 655 ## - INDEX TERM--GENRE/FORM |
|---|
| Form subdivision |
Reading book |
| 9 (RLIN) |
34232 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mac Namee, Brian, |
| Dates associated with a name |
1978- |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
D'Arcy, Aoife, |
| Dates associated with a name |
1978- |
| Relator term |
author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Book - Borrowing |