ACADEMIC PROGRAM ACTIONS

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1 ACADEMIC PROGRAM ACTIONS USC Columbia, Lancaster, Salkehatchie, Sumter & Union campuses APA INSTRUCTIONS: This form is used to create, change or terminate an academic program. The form is available online at : College/School: Campus: ---=C...:.o=lu=m=b=i=a _ Darla Moore School of Business Department(ffapplicable):~~~~~~~~~~~~~~~~~~~~~~ 0 Undergraduate [8] Graduate TYPE OF ACTION (Select the appropriate action(s) from the drop down lists below.)!other (please specify below) Other (please specify) re_v_i_si_o_n_o_f_a_c_a_d_em_ic_c_er_t_ifi_ic_a_t_e If Program Revision of any type, does the change effect program learning outcomes? (If yes, please notify your College APL -see Jist at DYes jgj No PROGRAM INFORMATION Degree/Certificate Program Name Graduate Certificate in Business Analytics Major/Minor/Concentration Name (if different from above) Degree Level Graduate #of Credit Hours 12 REQUIRED ATTACHMENTS (The following documents must be attached to this form before submission) [8] Justification Form (JUS) I l, 1 jgj "Befork and "After" bulletin description ori two-column Bulletin Change Form (BCH) 0 List of program-related courses which are being newly proposed, or existing courses being changed RECEIVED D Appropriate course action forms for all program-related courses D, Letters Qf concurrence from impacted academic units, campuses and/or Dean of Education '. PROPOSEDEFFECTWETERM Change to database/bulletin effective no sooner than:./ Year: 20~ 1Z1 Fall D Spring 0 May Session 0 Summer I D Summerll Program Terminations- Please indicate when the program will cease admitting students: Year: D Fall D Spring D May Session 0 Summer I 0 Summer II Program Terminations- Please indicate when the program will cease conferring degrees: Year: D Fall D Spring D May Session D Summer I 0 Summer II OCT 0 I 2014 USC Graduate School PROGRAM DELIVERY METHOD Please note that it may take up to two years prior to program implementation to process requests for new, distance-delivered programs, depending on the complexity of the proposal. Please contact your Dean's Office or see for more information. Distance Delivery System: 1Z1 Streaming Video 30 % 0 CD/DVD % 1ZJ Web-based 70 % 0 Other (Please specify) % Program Delivery Method: 85 %Traditional 15 %Distance (If program is to be offered 50% or more using distance delivery and/or at an off-campus location, please notify Department Chair.)

2 APA-Page 2 PROGRAM DELIVERY LOCATION Program Delivery Location: 100 %On-Campus %Off-Campus (If program is to be offered 50% or more using distance delivery and/or at an off-campus location, please notify Department Chair.) Proposed Location of Program: ----,=--:-;-::--:--:-:----:---: ::-;,------= =----Facility Address(es) City State Country IMPACT ON OTHER ACADEMIC UNITS & CAMPUSES 1) Does the proposed change affect the curriculum, students or academic interest of any other unit at USC Columbia or on a USC Regional Campus? [gl Yes 0 No If yes, identify which unit(s)/campus(es) Computer Science and Engineering How? The course CSCE 590 is included as a possible elective for this certificate. (If yes, please attach letters of concurrence from relevant units and/or the Office of System Affairs.) 2) Is the proposed program change designed for P-12 school personnel and/or to prepare graduate students to work in P-12 schools? 0 Yes 1:8:1 No How? ~ ~ (If yes, please attach Jetter of concurrence from Dean of Education.) CONTACT INFORMATION Contact Person: Michael Galbreth Associate Professor Title [email protected] Em~ail Adress '!''~ Diite 1gnature REQUIRED APPROVALS Department Chair: Manoj Malhotra [email protected] Academic Program Liaison (APL): I Academic Dean: Michael Galbreth [email protected] Brian Klaas ~;;:--- UTS Distance Education (if appropriate) FacSenate Cours&Curric/ Dean of the Graduate -----P=-n: nt:-n-am_e School (as appropriate) [email protected] 0 Graduate Council 0 Faculty Senate of Faculty Governance Approval (if appropriate) University of South Carolina I Provost Office I APA Form Oct 2010 v4.

3 JUSTIFICATION FORM USC Columbia, Lancaster, Salkehatchie, Sumter & Union campuses JUS INSTRUCTIONS: Please attach a statement explaining the justification for the proposed program or course action. This form is available online at : 8/25/2014 Campus: --~C~o~lu=m=b~i=a~ College/School: ---=D=M=S=B Department(~applicable): --~M=a=n=aage=m=e=n=t~S~c= e=n=ce~ ~ DegreeP~gram(~applicable):---=I=M~B=A~,~A=M~B=A~,~P~M~B=A~ ~ 0 Undergraduate [gj Graduate Please see attached. University of South Carolina I Provost Office I Justification Form Oct 2010 v3

4 Proposal: Graduate Certificate in Business Analytics Attachment to form JUS: Darla Moore School of Business August 18th, 2014 The DMSB Analytics Task Force is requesting changes to the core and elective courses required for the Graduate Certificate in Business Analytics that was originally approved in the last academic year. The changes include one additional core course (MGSC 891) and three additional elective courses (MKTG 717, CSCE 590 and FINA 772). We also removed some courses that are already required for most of our graduate majors (DMSB 712 and DMSB 719) so as to make the requirement for the certificate more rigorous. The addition to the core course is based on the feedback from interviews with the employers that our students need more training on databases and data extracting. The addition of the elective courses is intended to create more flexibility for our students in obtaining the certificate. Dr. Mark Ferguson, Management Science Department Dr. Mike Galbreth, Management Science Department Dr. Bikram Ghosh, Marketing Department

5 -~~----~ BULLETIN CHANGE FORM USC Columbia, Lancaster, Salkehatchie, Sumter & Union campuses BCH INSTRUCTIONS: This form is normally used to accompany a program or course action form. If the requested change is minor, non-substantive, or editorial, this form may be used alone without other forms. Please insert or attach the proposed language changes exactly as they are to appear in the Bulletin. A two-column format showing both the old wording (left column) and the new wording (right column) is required. This form is available online at : College/School: Campus: Columbia -~~==~ Darla Moore School of Business Degree Program (if applicable): Proposed Effective Term- Change to database/bulletin effective no sooner than : Year: IX Fall I Spring I May Session I Summer I I Summer II Bulletin Version: IX Graduate I Undergraduate Bulletin Section (if applicable): Internet or web link to Bulletin Entry: Departme~~ap~~abl~: CURRENT BULLETIN LANGUAGE {text to be deleted in new version show as strikethrough) NEW LANGUAGE OR PROPOSED CHANGE TO BULLETIN Please note that text should be formatted in Word to show strikethrough. Then, cut and paste the text into the space below. (new text shown as underlined) Please see attached. {) CONTACT INFORMATION Contact Person:./'--".t--'--"" la"'-'r-=-'.k.,_ ( _..=:..o:...::.r-::::...:;..::. Tit/~ 7- :::7 (_ -? 2..:> REQUIRED APPROVALS (for Bulletin Changes not associated with an academic program or curriculum) Office Y!ith Authority for Bulletin Section: University of South Carolina I Provost Office I Bulletin Change Form Oct 2010 v4

6 This certificate is designed to complement graduate degree programs offered within the Darla Moore School of Business. It is designed to enhance the career opportunities of students by providing critical skills related to business analytics. Requirements for admission are the same as those for the Moore School MBA program. To obtain this graduate certificate, students must complete a 4-course sequence in Business Analytics, with a GPA of 3.0 or better in tagse four courses. There are three distinct channels through which this certificate can be delivered. 1. As an option for I MBA and PMBA students (akin to a "concentfation"). 2. As a standalone option. 3. As an accelerated, customized executive education program Courses Qualifying for the Certificate This certificate is designed to complement graduate degree programs offered within the Darla Moore School of Business. It is designed to enhance the career opportunities of students by providing critical skills related to business analytics. Requirements for admission are the same as those for the Moore School MBA program. To obtain this graduate certificate, students must complete a 4-course sequence in Business Analytics, with a GPA of 3.0 or better in these four courses. There are three distinct channels through which this certificate can be delivered: 1. As an option for AMBA, IMBA, and PMBA students. The certificate would appear on the graduate transcript of these students. 2. As a standalone (non-degree) option, for which students pay a per-course fee and take the four courses with the AMBAs/IMBAs/PMBAs. All four courses must be completed within a certain time period. e.g. 24 months. 3. As an accelerated, customized executive education program. Courses qualifying for the certificate DMSB 712 Ql:lantitati;e Methods in Bl:lsiness MGSC 796 lnfofmation Systems MGSC 778 Revenl:le Management MGSC 877 OpeFations Analysis MKTG 708 Cl:lstomeF Relationship Management and Data Mining The courses for this certificate were determined based on conversations with potential employers about critical business analytics skills. as well as an analysis of the curricula at the top 30 business analytics programs in the U.S. To obtain the certificate. students must take the following 3 courses: MGSC 891 : Data Resource Management MGSC 777: Advanced Quantitative Methods in Business MKTG 708: Customer Relationship Management and Data Mining In addition. students must choose 1 of the following 4 courses: MKTG 717: Marketing Spreadsheet Modeling MGSC 778: Revenue Management CSCE 590: Big Data Analytics FINA 772: Student Managed Investments Students may request that other courses be substituted for the courses listed above. All such requests must be approved by the Moore School Analytics Programs Committee.

7 ., ' '.. ~ a. UNIVERSITY OF ~Q\ROLINA MICHAEL N. HUHNS PROFESSOR AND CHAIR DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING June 5, 2014 Dr. Mark Ferguson Department of Management Science University of South Carolina Columbia, SC Dear Dr. Ferguson: The Department of Computer Science and Engineering is pleased that you are including our course, CSCE 590: Big Data Analytics, as part of the Graduate Certificate you are creating in Business Analytics. My Department believes your certificate will be an excellent addition to University programs and will welcome your students into CSCE 590. Please contact me if I can provide any additional information about our concurrence. Sincerely yours, ~ Michael N. Huhns NCR Professor and Chair Department of Computer Science and Engineering University of South Carolina 3AO I Swearingen Engineering Center Columbia, SC Phone: Fax: [email protected] UNIVERSITY OF SOUTH CAROLINA, COLUMBIA, SOUTH CAROLINA CSE@ CSE.SC.EOU FAX

BULLETIN CHANGE FORM. Campus: _...::C::.::o:.::.:lu::..:m=b==ia:.. -~C~o~Ue~g~e-==o~f~N~u~r~si~ng~-----------------

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