MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03851aam a22006611a 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
021289801 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
UkOxU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200529114105.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m || d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
180907s2018 sz o 000 0 eng d |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| National bibliography number |
GBB8H0482 |
| Source |
bnb |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783319723471 |
| Qualifying information |
(electronic book) |
|
|---|
| International Standard Book Number |
3319723472 |
| Qualifying information |
(electronic book) |
|
|---|
| Canceled/invalid ISBN |
9783319723464 |
|
|---|
| Canceled/invalid ISBN |
3319723464 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(Uk)019046055 |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
com.springer.onix.9783319723471 |
| Source of stock number/acquisition |
Springer Nature |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
YDX |
| Language of cataloging |
eng |
| Transcribing agency |
YDX |
| Modifying agency |
GW5XE |
| -- |
YDX |
| -- |
Uk |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
ukblsr |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.B45 |
| Item number |
D56 2018 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.7 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Dinov, Ivo D. |
| 9 (RLIN) |
39908 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data science and predictive analytics |
| Medium |
[electronic resource] : |
| Remainder of title |
biomedical and health applications using R / |
| Statement of responsibility, etc. |
Ivo D. Dinov. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cham. : |
| Name of publisher, distributor, etc. |
Springer, |
| Date of publication, distribution, etc. |
©2018. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Academic |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1 Introduction.- 2 Foundations of R.- 3 Managing Data in R.- 4 Data Visualization.- 5 Linear Algebra & Matrix Computing.- 6 Dimensionality Reduction.- 7 Lazy Learning: Classification Using Nearest Neighbors.- 8 Probabilistic Learning: Classification Using Naive Bayes.- 9 Decision Tree Divide and Conquer Classification.- 10 Forecasting Numeric Data Using Regression Models.- 11 Black Box Machine-Learning Methods: Neural Networks and Support Vector Machines.- 12 Apriori Association Rules Learning.- 13 k-Means Clustering.- 14 Model Performance Assessment.- 15 Improving Model Performance.- 16 Specialized Machine Learning Topics.- 17 Variable/Feature Selection.- 18 Regularized Linear Modeling and Controlled Variable Selection.- 19 Big Longitudinal Data Analysis.- 20 Natural Language Processing/Text Mining.- 21 Prediction and Internal Statistical Cross Validation.- 22 Function Optimization.- 23 Deep Learning Neural Networks.- 24 Summary.- 25 Glossary.- 26 Index.- 27 Errata. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Legal Deposit; |
| Physical access provisions |
Only available on premises controlled by the deposit library and to one user at any one time; |
| Authorization |
The Legal Deposit Libraries (Non-Print Works) Regulations (UK). |
| Institution to which field applies |
UkOxU |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
|---|
| Terms governing use and reproduction |
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. |
| Institution to which field applies |
UkOxU |
| 546 ## - LANGUAGE NOTE |
|---|
| Хэл |
English |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on online resource; title from digital title page (viewed on September 11, 2018). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Computer science. |
| 9 (RLIN) |
39909 |
|
|---|
| Topical term or geographic name entry element |
Big data. |
| 9 (RLIN) |
39910 |
|
|---|
| Topical term or geographic name entry element |
Mathematical statistics. |
| 9 (RLIN) |
39911 |
|
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| 9 (RLIN) |
37827 |
|
|---|
| Topical term or geographic name entry element |
Business & Economics |
| General subdivision |
Industries |
| -- |
Computer Industry. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
39912 |
|
|---|
| Topical term or geographic name entry element |
Medical |
| General subdivision |
General. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
39913 |
|
|---|
| Topical term or geographic name entry element |
Computers |
| General subdivision |
Mathematical & Statistical Software. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
39914 |
|
|---|
| Topical term or geographic name entry element |
Computers |
| General subdivision |
Database Management |
| -- |
Data Mining. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
39915 |
|
|---|
| Topical term or geographic name entry element |
Business mathematics & systems. |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
39916 |
|
|---|
| Topical term or geographic name entry element |
Medical equipment & techniques. |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
39917 |
|
|---|
| Topical term or geographic name entry element |
Maths for computer scientists. |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
37931 |
|
|---|
| Topical term or geographic name entry element |
Data mining. |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
39918 |
|
|---|
| Topical term or geographic name entry element |
Medical records_xData processing. |
| 9 (RLIN) |
39919 |
|
|---|
| Topical term or geographic name entry element |
Data mining. |
| 9 (RLIN) |
39918 |
|
|---|
| Topical term or geographic name entry element |
Computers |
| General subdivision |
Database Management |
| -- |
General. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
39920 |
|
|---|
| Topical term or geographic name entry element |
Databases. |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
2790 |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 9 (RLIN) |
39921 |
| 856 ## - Цахимаар унших |
|---|
| Цахимаар унших |
<a href="https://online.fliphtml5.com/lluzx/pdgn/">https://online.fliphtml5.com/lluzx/pdgn/</a> |
| Public note |
Цахимаар унших |
| 884 ## - DESCRIPTION CONVERSION INFORMATION |
|---|
| Conversion process |
LDL ebooks ONIX to marcxml transformation using Record_Load-eBooks_Legal_Deposit_onix2marc_v2-1.xsl |
| Conversion date |
20180830 |
| Identifier of source metadata |
com.springer.onix.9783319723471 |
| Conversion agency |
Uk |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Цахим ном |