The Resource Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
Resource Information
The item Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Merrimack Valley Library Consortium.This item is available to borrow from 1 library branch.
Resource Information
The item Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Merrimack Valley Library Consortium.
This item is available to borrow from 1 library branch.
- Language
- eng
- Edition
- 2nd ed.
- Extent
- 1 online resource (xxiv, 404 pages)
- Note
- Description based on print version record
- Contents
-
- Introduction
- Overview of the data mining process
- Data visualization
- Dimension reduction
- Evaluating classification and predictive performance
- Multiple linear regression
- knearest neighbors (kNN)
- Naive bayes
- Classification and regression trees
- Logistic regression
- Neural nets
- Discriminant analysis
- Association rules
- Cluster Analysis
- Handling time series
- Regression-based forecasting
- Smoothing methods
- Cases
- Label
- Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner
- Title
- Data mining for business intelligence
- Title remainder
- concepts, techniques, and applications in Microsoft Office Excel with XLMiner
- Statement of responsibility
- Galit Shmueli, Nitin R. Patel, Peter C. Bruce
- Language
- eng
- Cataloging source
- UMI
- http://library.link/vocab/creatorDate
- 1971-
- http://library.link/vocab/creatorName
- Shmueli, Galit
- Illustrations
- illustrations
- Index
- index present
- Literary form
- non fiction
- Nature of contents
-
- dictionaries
- bibliography
- http://library.link/vocab/relatedWorkOrContributorDate
- 1953-
- http://library.link/vocab/relatedWorkOrContributorName
-
- Patel, Nitin R.
- Bruce, Peter C.
- http://library.link/vocab/subjectName
-
- Business
- Data mining
- Label
- Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
- Note
- Description based on print version record
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases
- Control code
- ocn699810033
- Dimensions
- unknown
- Edition
- 2nd ed.
- Extent
- 1 online resource (xxiv, 404 pages)
- Form of item
- electronic
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other physical details
- illustrations.
- Sound
- unknown sound
- Specific material designation
- remote
- Stock number
- CL0500000082
- Label
- Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce
- Note
- Description based on print version record
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases
- Control code
- ocn699810033
- Dimensions
- unknown
- Edition
- 2nd ed.
- Extent
- 1 online resource (xxiv, 404 pages)
- Form of item
- electronic
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other physical details
- illustrations.
- Sound
- unknown sound
- Specific material designation
- remote
- Stock number
- CL0500000082
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.mvlc.org/portal/Data-mining-for-business-intelligence--concepts/novDbXhf_sg/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.mvlc.org/portal/Data-mining-for-business-intelligence--concepts/novDbXhf_sg/">Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.mvlc.org/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.mvlc.org/">Merrimack Valley Library Consortium</a></span></span></span></span></div>
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.mvlc.org/portal/Data-mining-for-business-intelligence--concepts/novDbXhf_sg/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.mvlc.org/portal/Data-mining-for-business-intelligence--concepts/novDbXhf_sg/">Data mining for business intelligence : concepts, techniques, and applications in Microsoft Office Excel with XLMiner, Galit Shmueli, Nitin R. Patel, Peter C. Bruce</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.mvlc.org/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.mvlc.org/">Merrimack Valley Library Consortium</a></span></span></span></span></div>
