| 000 -LEADER |
|---|
| fixed length control field |
01027nam a22002057a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
190221b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789351194378 (pbk.) |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
English |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
005.74 ZUM |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zumel, Nina |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Practical data science with R / |
| Statement of responsibility, etc. |
Nina Zumel, John Mount. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
New Delhi : |
| Name of publisher, distributor, etc. |
Dreamtech Press, |
| Date of publication, distribution, etc. |
2014. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxv, 389 p. ; |
| Dimensions |
24 cm. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Formerly CIP.<br/>Includes bibliographical references (pages 375-376) and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Part 1. Introduction to data science: The data science process<br/>Loading data into R<br/>Exploring data<br/>Managing data<br/>Part 2. Modelling methods: Choosing and evaluating models<br/>Memorization methods<br/>Linear and logistic regression<br/>Unsupervised methods<br/>Exploring advanced methods<br/>Part 3. Delivering results: Documentation and deployment<br/>Producing effective presentations. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mathematical statistics -- Data processing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Books |
