Business Intelligence and Data Mining

Fall 2021 > Management & Business > MIST.6060 > 081

Course No: MIST.6060-081; SIS Class Nbr: 5057; SIS Term: 3110
Course Status: Registration Closed

Course Description

This Course introduces the concepts and technologies of business intelligence and data mining. The course studies how data-oriented business intelligence techniques can be used by organizations to gain competitive advantages, as well as how to design and develop these techniques. Topics include classification, clustering, association analysis, prediction, and text and web mining. Data-mining related ethical issues will also be discussed.

Prerequisites, Notes & Instructor

• Prerequisites: MIST.6010 Management information systems, and Matriculated MS Business Analytics, or Business Analytics Certificate, or Permission of Program Coordinator.
• Credits: 3; Contact Hours: 3
• Instructor: Xiaobai Li
• UMass Lowell Bookstore

When Offered & Tuition

• Online Course
• 2021 Fall: Sep 01 to Oct 24
• Course Level: Graduate
• Tuition: $1965

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  StackTrace	coldfusion.runtime.CustomException: Past Plan Availability Date at coldfusion.tagext.lang.ThrowTag.doStartTag(ThrowTag.java:139) at coldfusion.runtime.CfJspPage._emptyTag(CfJspPage.java:4319) at cfpayment2dplan2dblock2ecfm763285126$funcGETDIVISORBYTERM.runFunction(D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm:50) at coldfusion.runtime.UDFMethod.invoke(UDFMethod.java:554) at coldfusion.runtime.UDFMethod$ReturnTypeFilter.invoke(UDFMethod.java:485) at coldfusion.runtime.UDFMethod$ArgumentCollectionFilter.invoke(UDFMethod.java:448) at coldfusion.filter.FunctionAccessFilter.invoke(FunctionAccessFilter.java:95) at coldfusion.runtime.UDFMethod.runFilterChain(UDFMethod.java:399) at coldfusion.runtime.UDFMethod.runFilterChain(UDFMethod.java:372) at coldfusion.runtime.UDFMethod.invoke(UDFMethod.java:288) at coldfusion.runtime.CfJspPage._invokeUDF(CfJspPage.java:4175) at coldfusion.runtime.CfJspPage._invokeUDF(CfJspPage.java:4155) at cfpayment2dplan2dblock2ecfm763285126$funcGETMONTLYPAYMENTAMMOUNT.runFunction(D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm:54) at coldfusion.runtime.UDFMethod.invoke(UDFMethod.java:554) at coldfusion.runtime.UDFMethod$ReturnTypeFilter.invoke(UDFMethod.java:485) at coldfusion.runtime.UDFMethod$ArgumentCollectionFilter.invoke(UDFMethod.java:448) at coldfusion.filter.FunctionAccessFilter.invoke(FunctionAccessFilter.java:95) at coldfusion.runtime.UDFMethod.runFilterChain(UDFMethod.java:399) at coldfusion.runtime.UDFMethod.runFilterChain(UDFMethod.java:372) at coldfusion.runtime.UDFMethod.invoke(UDFMethod.java:288) at coldfusion.runtime.CfJspPage._invokeUDF(CfJspPage.java:4175) at coldfusion.runtime.CfJspPage._invokeUDF(CfJspPage.java:4155) at cfpayment2dplan2dblock2ecfm763285126.runPage(D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm:61) at coldfusion.runtime.CfJspPage.invoke(CfJspPage.java:262) at coldfusion.tagext.lang.IncludeTag.handlePageInvoke(IncludeTag.java:735) at coldfusion.tagext.lang.IncludeTag.doStartTag(IncludeTag.java:565) at coldfusion.runtime.CfJspPage._emptyTcfTag(CfJspPage.java:4329) at cfCatalogsearch_detail2ecfm4351478._factor5(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:276) at cfCatalogsearch_detail2ecfm4351478._factor6(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:194) at cfCatalogsearch_detail2ecfm4351478._factor7(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:191) at cfCatalogsearch_detail2ecfm4351478.runPage(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:1) at coldfusion.runtime.CfJspPage.invoke(CfJspPage.java:262) at coldfusion.tagext.lang.IncludeTag.handlePageInvoke(IncludeTag.java:735) at coldfusion.tagext.lang.IncludeTag.doStartTag(IncludeTag.java:565) at coldfusion.runtime.CfJspPage._emptyTcfTag(CfJspPage.java:4329) at cfCurrent_Semsearch_detail2ecfm1097412858._factor4(D:\inetpub\wwwroot\ContedWeb\catalog\search\Current_Semsearch_detail.cfm:308) at cfCurrent_Semsearch_detail2ecfm1097412858.runPage(D:\inetpub\wwwroot\ContedWeb\catalog\search\Current_Semsearch_detail.cfm:1) at coldfusion.runtime.CfJspPage.invoke(CfJspPage.java:262) at coldfusion.tagext.lang.IncludeTag.handlePageInvoke(IncludeTag.java:735) at coldfusion.tagext.lang.IncludeTag.doStartTag(IncludeTag.java:565) at coldfusion.runtime.CfJspPage._emptyTcfTag(CfJspPage.java:4329) at cfapplication2ecfc1757924483$funcONREQUEST.runFunction(D:\inetpub\wwwroot\ContedWeb\application.cfc:45) at coldfusion.runtime.UDFMethod.invoke(UDFMethod.java:554) at coldfusion.runtime.UDFMethod$ArgumentCollectionFilter.invoke(UDFMethod.java:448) at coldfusion.filter.FunctionAccessFilter.invoke(FunctionAccessFilter.java:95) at coldfusion.runtime.UDFMethod.runFilterChain(UDFMethod.java:399) at coldfusion.runtime.UDFMethod.runFilterChain(UDFMethod.java:372) at coldfusion.runtime.UDFMethod.invoke(UDFMethod.java:288) at coldfusion.runtime.TemplateProxy.invoke(TemplateProxy.java:830) at coldfusion.runtime.TemplateProxy.invoke(TemplateProxy.java:613) at coldfusion.runtime.TemplateProxy.invoke(TemplateProxy.java:438) at coldfusion.runtime.AppEventInvoker.invoke(AppEventInvoker.java:115) at coldfusion.runtime.AppEventInvoker.onRequest(AppEventInvoker.java:308) at coldfusion.filter.ApplicationFilter.invoke(ApplicationFilter.java:551) at coldfusion.filter.RequestMonitorFilter.invoke(RequestMonitorFilter.java:43) at coldfusion.filter.MonitoringFilter.invoke(MonitoringFilter.java:40) at coldfusion.filter.PathFilter.invoke(PathFilter.java:162) at coldfusion.filter.IpFilter.invoke(IpFilter.java:45) at coldfusion.filter.ExceptionFilter.invoke(ExceptionFilter.java:96) at coldfusion.filter.ClientScopePersistenceFilter.invoke(ClientScopePersistenceFilter.java:28) at coldfusion.filter.BrowserFilter.invoke(BrowserFilter.java:38) at coldfusion.filter.NoCacheFilter.invoke(NoCacheFilter.java:60) at coldfusion.filter.GlobalsFilter.invoke(GlobalsFilter.java:38) at coldfusion.filter.DatasourceFilter.invoke(DatasourceFilter.java:22) at coldfusion.filter.CachingFilter.invoke(CachingFilter.java:62) at coldfusion.CfmServlet.service(CfmServlet.java:226) at coldfusion.bootstrap.BootstrapServlet.service(BootstrapServlet.java:311) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:227) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162) at coldfusion.monitor.event.MonitoringServletFilter.doFilter(MonitoringServletFilter.java:46) at coldfusion.bootstrap.BootstrapFilter.doFilter(BootstrapFilter.java:47) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162) at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:53) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162) at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:197) at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:97) at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:541) at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:135) at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:92) at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:78) at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:377) at org.apache.coyote.ajp.AjpProcessor.service(AjpProcessor.java:463) at org.apache.coyote.AbstractProcessorLight.process(AbstractProcessorLight.java:65) at org.apache.coyote.AbstractProtocol$ConnectionHandler.process(AbstractProtocol.java:889) at org.apache.tomcat.util.net.NioEndpoint$SocketProcessor.doRun(NioEndpoint.java:1743) at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49) at org.apache.tomcat.util.threads.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1191) at org.apache.tomcat.util.threads.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:659) at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61) at java.base/java.lang.Thread.run(Thread.java:834)
  Suppressed	array[empty]
  TagContext	array 1 struct COLUMN 0 ID CFTHROW LINE 50 RAW_TRACE at cfpayment2dplan2dblock2ecfm763285126$funcGETDIVISORBYTERM.runFunction(D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm:50) TEMPLATE D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm TYPE CFML 2 struct COLUMN 0 ID CF_UDFMETHOD LINE 54 RAW_TRACE at cfpayment2dplan2dblock2ecfm763285126$funcGETMONTLYPAYMENTAMMOUNT.runFunction(D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm:54) TEMPLATE D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm TYPE CFML 3 struct COLUMN 0 ID CF_UDFMETHOD LINE 61 RAW_TRACE at cfpayment2dplan2dblock2ecfm763285126.runPage(D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm:61) TEMPLATE D:\inetpub\wwwroot\ContedWeb\includes\payment-plan-block.cfm TYPE CFML 4 struct COLUMN 0 ID CFINCLUDE LINE 276 RAW_TRACE at cfCatalogsearch_detail2ecfm4351478._factor5(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:276) TEMPLATE D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm TYPE CFML 5 struct COLUMN 0 ID CF_CATALOGSEARCH_DETAIL LINE 194 RAW_TRACE at cfCatalogsearch_detail2ecfm4351478._factor6(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:194) TEMPLATE D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm TYPE CFML 6 struct COLUMN 0 ID CF_CATALOGSEARCH_DETAIL LINE 191 RAW_TRACE at cfCatalogsearch_detail2ecfm4351478._factor7(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:191) TEMPLATE D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm TYPE CFML 7 struct COLUMN 0 ID CF_CATALOGSEARCH_DETAIL LINE 1 RAW_TRACE at cfCatalogsearch_detail2ecfm4351478.runPage(D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm:1) TEMPLATE D:\inetpub\wwwroot\ContedWeb\catalog\search\Catalogsearch_detail.cfm TYPE CFML 8 struct COLUMN 0 ID CFINCLUDE LINE 308 RAW_TRACE at cfCurrent_Semsearch_detail2ecfm1097412858._factor4(D:\inetpub\wwwroot\ContedWeb\catalog\search\Current_Semsearch_detail.cfm:308) TEMPLATE D:\inetpub\wwwroot\ContedWeb\catalog\search\Current_Semsearch_detail.cfm TYPE CFML 9 struct COLUMN 0 ID CF_CURRENT_SEMSEARCH_DETAIL LINE 1 RAW_TRACE at cfCurrent_Semsearch_detail2ecfm1097412858.runPage(D:\inetpub\wwwroot\ContedWeb\catalog\search\Current_Semsearch_detail.cfm:1) TEMPLATE D:\inetpub\wwwroot\ContedWeb\catalog\search\Current_Semsearch_detail.cfm TYPE CFML 10 struct COLUMN 0 ID CFINCLUDE LINE 45 RAW_TRACE at cfapplication2ecfc1757924483$funcONREQUEST.runFunction(D:\inetpub\wwwroot\ContedWeb\application.cfc:45) TEMPLATE D:\inetpub\wwwroot\ContedWeb\application.cfc TYPE CFML
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• Note: There is a $30 per semester registration fee for credit courses.

Related Programs: Graduate Certificate in Business Analytics, M.S. in Business Analytics, Online MBA, M.S. in Accounting, M.S. in Finance

Every effort has been made to ensure the accuracy of the information presented in this catalog. However, the Division of Graduate, Online & Professional Studies reserves the right to implement new rules and regulations and to make changes of any nature to its program, calendar, procedures, standards, degree requirements, academic schedules (including, without limitations, changes in course content and class schedules), locations, tuition and fees. Whenever possible, appropriate notice of such changes will be given before they become effective.