| INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781784393908 |
| DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Call number |
005.8 LA MA |
| MAIN ENTRY--PERSONAL NAME |
|---|
| Authors |
Lantz, Brett |
| TITLE STATEMENT |
|---|
| Title |
Machine learning with R : |
| Subtitle |
discover how to build machine learning algorithms, prepare data, and dig deep into data prediction techniques with R |
| Statement of responsibility, etc |
Brett Lantz |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication |
Birmingham : |
| Publisher |
Packt Publishing, |
| Date |
c2015. |
| PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 426 p. : |
| Other Details |
ill. ; |
| Size |
24 cm. |
| SERIES STATEMENT |
|---|
| Series statement |
Community experience distilled |
| SUMMARY |
|---|
| Summary |
Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks. Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or. |
| STUDY PROGRAM |
|---|
| Program name |
CSCI323 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
R (Computer program language) |
| Geographic |
Handbooks, manuals, etc. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
Machine learning |
| General |
Statistical methods |
| Geographic |
Handbooks, manuals, etc. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
COMPUTERS |
| General |
Machine Theory |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
COMPUTERS |
| General |
Programming Languages |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
Machine learning |
| General |
Statistical methods |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
R (Computer program language) |
| ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://uowd.box.com/s/txqrjlyxzuknfqfmikirkc6zqx0e9ip8 |
| Public note |
Location Map |
| MAIN ENTRY--PERSONAL NAME |
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| -- |
35167 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
38704 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
38705 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
16625 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
38706 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
38707 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
2458 |