R for business analytics:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2013 [in der Vorlage 2012]
|
| Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781461443438 |
| DOI: | 10.1007/978-1-4614-4343-8 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804149679309455360 |
|---|---|
| adam_text | R FOR BUSINESS ANALYTICS
/ OHRI, A.
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
WHY R
R INFRASTRUCTURE
R INTERFACES
MANIPULATING DATA
EXPLORING DATA
BUILDING REGRESSION MODELS
DATA MINING USING R
CLUSTERING AND DATA SEGMENTATION
FORECASTING AND TIME-SERIES MODELS
DATA EXPORT AND OUTPUT
OPTIMIZING YOUR R CODING
ADDITIONAL TRAINING LITERATURE
APPENDIX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
R FOR BUSINESS ANALYTICS
/ OHRI, A.
: 2013
ABSTRACT / INHALTSTEXT
R FOR BUSINESS ANALYTICS LOOKS AT SOME OF THE MOST COMMON TASKS
PERFORMED BY BUSINESS ANALYSTS AND HELPS THE USER NAVIGATE THE WEALTH OF
INFORMATION IN R AND ITS 4000 PACKAGES. WITH THIS INFORMATION THE
READER CAN SELECT THE PACKAGES THAT CAN HELP PROCESS THE ANALYTICAL
TASKS WITH MINIMUM EFFORT AND MAXIMUM USEFULNESS. THE USE OF GRAPHICAL
USER INTERFACES (GUI) IS EMPHASIZED IN THIS BOOK TO FURTHER CUT
DOWNAND BEND THE FAMOUS LEARNING CURVE IN LEARNING R. THIS BOOK IS
AIMED TO HELP YOU KICK-START WITH ANALYTICS INCLUDING CHAPTERS ON DATA
VISUALIZATION, CODE EXAMPLES ON WEB ANALYTICS AND SOCIAL MEDIA
ANALYTICS, CLUSTERING, REGRESSION MODELS, TEXT MINING, DATA MINING
MODELS AND FORECASTING. THE BOOK TRIES TO EXPOSE THE READER TO A BREADTH
OF BUSINESS ANALYTICS TOPICS WITHOUT BURYING THE USER IN NEEDLESS DEPTH.
THE INCLUDED REFERENCES AND LINKS ALLOW THE READER TO PURSUE BUSINESS
ANALYTICS TOPICS. THIS BOOK IS AIMED AT BUSINESS ANALYSTS WITH
BASIC PROGRAMMING SKILLS FOR USING R FOR BUSINESS ANALYTICS. NOTE THE
SCOPE OF THE BOOK IS NEITHER STATISTICAL THEORY NOR GRADUATE LEVEL
RESEARCH FOR STATISTICS, BUT RATHER IT IS FOR BUSINESS ANALYTICS
PRACTITIONERS. BUSINESS ANALYTICS (BA) REFERS TO THE FIELD
OFEXPLORATION AND INVESTIGATION OF DATA GENERATED BY BUSINESSES.
BUSINESS INTELLIGENCE (BI) IS THE SEAMLESS DISSEMINATION OF INFORMATION
THROUGH THE ORGANIZATION, WHICH PRIMARILY INVOLVES BUSINESS METRICS BOTH
PAST AND CURRENT FOR THE USE OF DECISION SUPPORT IN BUSINESSES. DATA
MINING (DM) IS THE PROCESS OF DISCOVERING NEW PATTERNS FROM LARGE DATA
USING ALGORITHMS AND STATISTICAL METHODS. TO DIFFERENTIATE BETWEEN THE
THREE, BI IS MOSTLY CURRENT REPORTS, BA IS MODELS TO PREDICT AND
STRATEGIZEAND DM MATCHES PATTERNS IN BIG DATA. THE R STATISTICAL
SOFTWARE IS THE FASTEST GROWING ANALYTICS PLATFORM IN THE WORLD, AND IS
ESTABLISHED IN BOTH ACADEMIA AND CORPORATIONS FOR ROBUSTNESS,
RELIABILITY AND ACCURACY.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Ohri, Ajay |
| author_GND | (DE-588)1050965043 |
| author_facet | Ohri, Ajay |
| author_role | aut |
| author_sort | Ohri, Ajay |
| author_variant | a o ao |
| building | Verbundindex |
| bvnumber | BV040592926 |
| classification_rvk | ST 601 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA |
| ctrlnum | (OCoLC)850912320 (DE-599)DNB1025963555 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-1-4614-4343-8 |
| format | Electronic eBook |
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| indexdate | 2024-07-10T00:26:52Z |
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| spellingShingle | Ohri, Ajay R for business analytics |
| title | R for business analytics |
| title_auth | R for business analytics |
| title_exact_search | R for business analytics |
| title_full | R for business analytics A. Ohri |
| title_fullStr | R for business analytics A. Ohri |
| title_full_unstemmed | R for business analytics A. Ohri |
| title_short | R for business analytics |
| title_sort | r for business analytics |
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