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STAT 642 Data Mining for Business Analytics 3.0 Credits
This course introduces students to the methods of data mining and how to apply them to business problems. Included are logistic regression, trees, neural networks, support vector machines, and marketbasket analysis. Data preparation, visualization, and feature selection also are addressed, as are boosting and random forests.
Repeat Status: Not repeatable for credit
Restrictions: Can enroll if classification is PhD.
Prerequisites: STAT 610 [Min Grade: C]
Business Analytics
http://catalog.drexel.edu/graduate/collegeofbusiness/businessanalytics/
Business Analytics
Entertainment & Arts Management BS / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofmediaartsanddesign/entertainmentartsbs-mba/
...MBA students should take STAT 201 and FIN...624 , FIN 626 , FIN 642 , FIN 650 , and...
Certificate in Business Analytics
http://catalog.drexel.edu/graduate/collegeofbusiness/businessanalyticspbc/
...0 MGMT 715 3.0 STAT 610 3.0 STAT 642 3.0 3 3...
MBA Programs
http://catalog.drexel.edu/graduate/collegeofbusiness/businessadministration/
...624 , FIN 626 , FIN 642 , FIN 650 & FIN...MKTG 510 2.0 STAT 510 2.0...
Finance BSBA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofbusiness/financebsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...FIN 321 4.0 STAT 201 4.0...
International Business BSBA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofbusiness/internationalbusinessbsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...INTB 200 4.0 STAT 201 4.0...
Marketing BSBA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofbusiness/marketingbsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...MKTG 326 4.0 STAT 201 4.0...
Sport Business BSBA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofbusiness/sportbusinessbsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...PHIL 105 3.0 STAT 201 4.0...
Real Estate Management and Development BSBA / Business Administration MBA
...624 , FIN 626 , FIN 642 , FIN 650 , and...PHIL 105 3.0 STAT 201 4.0...
Music Industry BS / Business MBA
http://catalog.drexel.edu/undergraduate/collegeofmediaartsanddesign/musicindustrybs_businessmba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...Free Elective 3.0 STAT 201 4.0...
Accounting (BSBA) / Master of Business Administration (MBA)
http://catalog.drexel.edu/undergraduate/collegeofbusiness/accountingbsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 & FIN...ACCT 322 4.0 STAT 201 4.0...
Legal Studies BSBA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofbusiness/legalstudiesbsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...FIN 301 4.0 STAT 201 4.0...
Management Information Systems (BSBA) / Business Administration (MBA)
http://catalog.drexel.edu/undergraduate/collegeofbusiness/managementinformationsystemsbsba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...MIS 342 4.0 STAT 201 4.0...
Operations & Supply Chain Management (BSBA) / Business Administration (MBA)
...624 , FIN 626 , FIN 642 , FIN 650 , and...OPM 315 4.0 STAT 201 4.0...
Economics BS / Business Administration MBA
http://catalog.drexel.edu/undergraduate/schoolofeconomics/economicsbs-businessadministrationmba/
...11.0 STAT 201 4.0 STAT 202...624 , FIN 626 , FIN 642 , FIN 650 , and...
MPH/MBA Joint Degree
http://catalog.drexel.edu/graduate/schoolofpublichealth/mphmba/
...in Accounting (ACCT), Statistics (STAT), Economics (ECON), Finance...624 , FIN 626 , FIN 642 , FIN 650 & FIN...
Economics BA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/schoolofeconomics/economicsba-businessadministrationmba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...Spring Credits Summer Credits STAT 201 4.0...
Television and Media Management
http://catalog.drexel.edu/graduate/collegeofmediaartsanddesign/televisionandmediamanagement/
...624 , FIN 626 , FIN 642 , FIN 650 & FIN...MGMT 530 2.0 STAT 510 2.0...
Global Studies BA / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofartsandsciences/globalstudiesba-mba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...MGMT 530 2.0 STAT 510 2.0...
Design & Merchanding BS / Business Administration MBA
http://catalog.drexel.edu/undergraduate/collegeofmediaartsanddesign/design-and-merchandising_bsmba/
...624 , FIN 626 , FIN 642 , FIN 650 , and...MKTG 510 2.0 STAT 510 2.0...
Quantitative Finance
http://catalog.drexel.edu/graduate/collegeofbusiness/quantitativefinance/
...Learning Requirement 3.0 STAT 610 3.0...790 3.0 FIN 642 3.0 9...
