Just enough R!: an interactive approach to machine learning and analytics
"Just Enough R! An Interactive Approach to Machine Learning and Analytics: presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing the...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press
2020
|
| Schlagworte: | |
| Zusammenfassung: | "Just Enough R! An Interactive Approach to Machine Learning and Analytics: presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step by step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided allowing the reader to execute the scripts as they study the explanations given in the text"-- |
| Beschreibung: | 2008 |
| Beschreibung: | pages cm |
| ISBN: | 9780367439149 036743914X 9780367443207 0367443201 |
Internformat
MARC
| LEADER | 00000nam a22000008c 4500 | ||
|---|---|---|---|
| 001 | BV046816341 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | t | ||
| 008 | 200721s2020 b||| 00||| eng d | ||
| 020 | |a 9780367439149 |9 9780367439149 | ||
| 020 | |a 036743914X |9 036743914X | ||
| 020 | |a 9780367443207 |9 9780367443207 | ||
| 020 | |a 0367443201 |9 0367443201 | ||
| 035 | |a (OCoLC)1189761541 | ||
| 035 | |a (DE-599)BVBBV046816341 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-2070s | ||
| 100 | 1 | |a Roiger, Richard J. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Just enough R! |b an interactive approach to machine learning and analytics |c Richard J. Roiger, Professor Emeritus, Computer Information Science Department, Minnesota State University, Mankato |
| 264 | 1 | |a Boca Raton |b CRC Press |c 2020 | |
| 300 | |a pages cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a 2008 | ||
| 520 | 3 | |a "Just Enough R! An Interactive Approach to Machine Learning and Analytics: presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step by step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided allowing the reader to execute the scripts as they study the explanations given in the text"-- | |
| 650 | 0 | 7 | |a Statistische Analyse |0 (DE-588)4116599-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a R |g Programm |0 (DE-588)4705956-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 653 | 0 | |a R (Computer program language) | |
| 653 | 0 | |a Machine learning | |
| 653 | 0 | |a Data structures (Computer science) | |
| 653 | 0 | |a Mathematical statistics / Data processing | |
| 653 | 0 | |a Data structures (Computer science) | |
| 653 | 0 | |a Machine learning | |
| 653 | 0 | |a Mathematical statistics / Data processing | |
| 653 | 0 | |a R (Computer program language) | |
| 689 | 0 | 0 | |a R |g Programm |0 (DE-588)4705956-4 |D s |
| 689 | 0 | 1 | |a Statistische Analyse |0 (DE-588)4116599-8 |D s |
| 689 | 0 | 2 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032224802 | ||
Datensatz im Suchindex
| _version_ | 1804181626013351936 |
|---|---|
| adam_txt | |
| any_adam_object | |
| any_adam_object_boolean | |
| author | Roiger, Richard J. |
| author_facet | Roiger, Richard J. |
| author_role | aut |
| author_sort | Roiger, Richard J. |
| author_variant | r j r rj rjr |
| building | Verbundindex |
| bvnumber | BV046816341 |
| ctrlnum | (OCoLC)1189761541 (DE-599)BVBBV046816341 |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02479nam a22004938c 4500</leader><controlfield tag="001">BV046816341</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">200721s2020 b||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780367439149</subfield><subfield code="9">9780367439149</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">036743914X</subfield><subfield code="9">036743914X</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780367443207</subfield><subfield code="9">9780367443207</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0367443201</subfield><subfield code="9">0367443201</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1189761541</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV046816341</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-2070s</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Roiger, Richard J.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Just enough R!</subfield><subfield code="b">an interactive approach to machine learning and analytics</subfield><subfield code="c">Richard J. Roiger, Professor Emeritus, Computer Information Science Department, Minnesota State University, Mankato</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boca Raton</subfield><subfield code="b">CRC Press</subfield><subfield code="c">2020</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">pages cm</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">2008</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">"Just Enough R! An Interactive Approach to Machine Learning and Analytics: presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step by step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided allowing the reader to execute the scripts as they study the explanations given in the text"--</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">R</subfield><subfield code="g">Programm</subfield><subfield code="0">(DE-588)4705956-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">R (Computer program language)</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Machine learning</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Data structures (Computer science)</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Mathematical statistics / Data processing</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Data structures (Computer science)</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Machine learning</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Mathematical statistics / Data processing</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">R (Computer program language)</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">R</subfield><subfield code="g">Programm</subfield><subfield code="0">(DE-588)4705956-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032224802</subfield></datafield></record></collection> |
| id | DE-604.BV046816341 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:00:16Z |
| indexdate | 2024-07-10T08:54:38Z |
| institution | BVB |
| isbn | 9780367439149 036743914X 9780367443207 0367443201 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032224802 |
| oclc_num | 1189761541 |
| open_access_boolean | |
| owner | DE-2070s |
| owner_facet | DE-2070s |
| physical | pages cm |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | CRC Press |
| record_format | marc |
| spelling | Roiger, Richard J. Verfasser aut Just enough R! an interactive approach to machine learning and analytics Richard J. Roiger, Professor Emeritus, Computer Information Science Department, Minnesota State University, Mankato Boca Raton CRC Press 2020 pages cm txt rdacontent n rdamedia nc rdacarrier 2008 "Just Enough R! An Interactive Approach to Machine Learning and Analytics: presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step by step explanations using simple, understandable examples of how the various machine learning algorithms work independent of any programming language. This is followed by detailed scripts written in R that apply the algorithms to solve nontrivial problems with real data. The script code is provided allowing the reader to execute the scripts as they study the explanations given in the text"-- Statistische Analyse (DE-588)4116599-8 gnd rswk-swf R Programm (DE-588)4705956-4 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf R (Computer program language) Machine learning Data structures (Computer science) Mathematical statistics / Data processing R Programm (DE-588)4705956-4 s Statistische Analyse (DE-588)4116599-8 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 |
| spellingShingle | Roiger, Richard J. Just enough R! an interactive approach to machine learning and analytics Statistische Analyse (DE-588)4116599-8 gnd R Programm (DE-588)4705956-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4116599-8 (DE-588)4705956-4 (DE-588)4193754-5 |
| title | Just enough R! an interactive approach to machine learning and analytics |
| title_auth | Just enough R! an interactive approach to machine learning and analytics |
| title_exact_search | Just enough R! an interactive approach to machine learning and analytics |
| title_exact_search_txtP | Just enough R! an interactive approach to machine learning and analytics |
| title_full | Just enough R! an interactive approach to machine learning and analytics Richard J. Roiger, Professor Emeritus, Computer Information Science Department, Minnesota State University, Mankato |
| title_fullStr | Just enough R! an interactive approach to machine learning and analytics Richard J. Roiger, Professor Emeritus, Computer Information Science Department, Minnesota State University, Mankato |
| title_full_unstemmed | Just enough R! an interactive approach to machine learning and analytics Richard J. Roiger, Professor Emeritus, Computer Information Science Department, Minnesota State University, Mankato |
| title_short | Just enough R! |
| title_sort | just enough r an interactive approach to machine learning and analytics |
| title_sub | an interactive approach to machine learning and analytics |
| topic | Statistische Analyse (DE-588)4116599-8 gnd R Programm (DE-588)4705956-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Statistische Analyse R Programm Maschinelles Lernen |
| work_keys_str_mv | AT roigerrichardj justenoughraninteractiveapproachtomachinelearningandanalytics |