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Anchor
majorBBA-CISgeneral
majorBBA-CISgeneral
General CIS Track

Required Courses                              12 credits

showcourse

CIS 3100

 

 

Object-Oriented Programming I3 credits

showcourse

 CIS CIS 3400

Database Management Systems I3 credits

showcourse

 CIS CIS 4800

Systems Analysis and Design3 credits

showcourse

 CIS CIS 5800

Information Technology Development and Project Management3 credits


Elective Courses                                 12 credits

Any four courses from the following list:

showcourse

 CIS CIS 3120

Programming for Analytics3 credits

showcourse

 CIS CIS 3150

Introduction to Semantic Technologies3 credits

showcourse

CIS 3367

Spreadsheet Applications in Business3 credits

showcourse

CIS 3444

e-Business Technologies3 credits

showcourse

CIS 3500

Networks and Telecommunications I3 credits

showcourse

CIS 3550

Cybersecurity3 credits 

showcourse

CIS3630CIS 3630

Principles of Web Design3 credits

showcourse

CIS 3700

Green IT3 credits

showcourse

CIS 3710

Foundations of Business Analytics

3 credits

showcourse

CIS 3750

Social Media Technologies in Organizations3 credits

showcourse

CIS 3770

Usability, Privacy, and Security3 credits

showcourse

CIS 3920

Data Mining for Business Analytics3 credits

showcourse

CIS 4100

Object-Oriented Programming II3 credits

showcourse

CIS 4110

Object-Oriented Programming II With Java3 credits

showcourse

CIS 4160

Web Applications Development3 credits

showcourse

CIS 4170

Data Visualization3 credits 

showcourse

CIS 4350

Information Technology Audit3 credits

showcourse

CIS 4400

Data Warehousing for Analytics

3 credits

showcourse

CIS4500CIS 4500

Networks and Telecommunications II3 credits

showcourse

CIS 4610

Expert (Knowledge-Based) Systems and Related Technologies3 credits

showcourse

CIS 4620

Financial Information Technologies3 credits

showcourse

CIS 4650

Operating Systems Concepts3 credits

showcourse

CIS 4093

Special Topics in Computer Information Systems3 credits 

showcourse

CIS 4094

Special Topics in Computer Information Systems1.5 credits 

showcourse

OPR 3300

Quantitative Methods for Accounting*

3 credits

showcourse

OPR 3450

Quantitative Decision Making for Business I*

3 credits

*Students may not receive credit for both OPR 3450 and OPR 3300.

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Nametop

Anchor
major-BBAdata-analytics
major-BBAdata-analytics

Data Analytics Track

Required Courses (12 credits)

showcourse

CIS 3120

Programming for Analytics3 credits

showcourse

CIS 3400

Database Management Systems I3 credits

showcourse

CIS 3920

/
showcourse

STA 3920

Data Mining for Business Analytics3 credits

showcourse

CIS 4400

Data Warehousing for Analytics3 credits

Elective Courses (12 credits)
Choose four (4) courses of 3 credits each from the following. At least one of which should be a CIS course and one should be a STA course or an OPR course.

showcourse

CIS 3100

Object Oriented Programming I3 credits

showcourse

CIS 3150

Introduction to Semantic Technologies3 credits

showcourse

CIS 3710

Foundations of Business Analytics

3 credits

showcourse

CIS 4170

Data Visualization3 credits

showcourse

STA 3154

Business Statistics II3 credits

showcourse

STA 3155

Regression and Forecasting Models for Business Applications3 credits

showcourse

OPR 3450

Quantitative Decision Making for Business I

3 credits

showcourse

OPR 3451

Quantitative Decision Making for Business II3 credits

showcourse

MKT 4123

Marketing Web Analytics and Intelligence3 credits

showcourse
MKT 4561

Marketing Analytics3 credits

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Nametop

Anchor
major-BBAriskcyber
major-BBAriskcyber


Information Risk Management and Cybersecurity Track

Required Courses (15 credits)

showcourse

CIS 3100

Object Oriented Programming I3 credits

showcourse

CIS 3400

Database Management Systems I3 credits

showcourse

CIS 3500

Networks and Telecommunications I3 credits

showcourse

CIS 3550

Cybersecurity3 credits

showcourse

CIS 4350

Information Technology Audit3 credits

Elective Courses (9 credits)
Choose three courses from the following list:

showcourse

CIS 3120

Programming for Analytics3 credits

showcourse

CIS 3750

Social Media Technologies in Organizations3 credits

showcourse

CIS 3770

Usability, Privacy, and Security (effective Spring 2017)3 credits

showcourse

CIS 4100

Object-Oriented Programming II3 credits

showcourse

CIS 4110

Object-Oriented Programming II with Java3 credits

showcourse

CIS 4160

Web Applications Development3 credits

showcourse

CIS 4500

Networks and Telecommunications II3 credits

showcourse

CIS 4620

Financial Information Technologies3 credits

showcourse

CIS 4800

Systems Analysis and Design3 credits

...

Major

Required Courses (12 credits)

showcourse

CIS 3100

Object-Oriented Programming I3 credits

showcourse

OPR 3450

Quantitative Decision Making for Business I *3 credits

showcourse

 STA STA 3154

Business Statistics II3 credits

showcourse

 STA STA 3155

Regression and Forecasting Models for Business Applications3 credits

*OPR 3300 Quantitative Methods for Accounting may be substituted for OPR 3450 with the approval of the area advisor


Elective Courses (12 Credits)

Electives may be selected after consultation with an advisor:

showcourse

 CIS CIS 3400

Database Management Systems I3 credits

showcourse

 CIS CIS 4100

Object-Oriented Programming II3 credits

showcourse

OPR 3451

Quantitative Decision Making for Business II3 credits

showcourse

OPR 3452

System Simulation3 credits

showcourse

OPR 3453

Bayesian Statistical Inference and Decision Making3 credits

showcourse

 OPR OPR 4470

Special Topics in Operations Research3 credits

showcourse

 OPR OPR 5000

Independent Study and Research in Operations Research3 credits

showcourse

 STA STA 3156

Sampling Theory and Practice3 credits

showcourse

 STA STA 3253

Categorical Data Analysis3 credits

showcourse

 STA STA 3255

Statistical Quality Control Methods3 credits

showcourse

 STA STA 3560

Nonparametric Statistics3 credits

showcourse

 STA STA 4000

Introduction to SAS Programming3 credits

showcourse

STA  4157

Design and Analysis of Experimental Data3 credits

showcourse

 STA STA 4158

Analysis of Time Series3 credits

showcourse

 STA STA 4370

Special Topics in Applied Statistics3 credits

showcourse

 STA STA 5000

Independent Study and Research in Statistics3 credits

showcourse

 MGT MGT 3710

Production Planning SystemsIntroduction to Supply Chain Management3 credits

showcourse

 MKT MKT 3600

Marketing Research3 credits

showcourse

 MTH MTH 3020

Intermediate Calculus4 credits

showcourse

 MTH MTH 4120

Introduction to Probability4 credits

showcourse

 MTH MTH 4125

Introduction to Stochastic Processes4 credits

showcourse

 MTH MTH 4130

Mathematics of Statistics4 credits

showcourse

 MTH MTH 4140

Graph Theory3 credits

showcourse

 MTH MTH 4320

Fundamental Algorithms4 credits

showcourse

 MTH MTH 4451

Risk Theory4 credits

showcourse

 MTH MTH 4500

Introductory Financial Mathematics4 credits

Note: Other quantitative courses may be selected subject to approval of the area advisor. A maximum of three elective courses may be taken outside the Zicklin School of Business.

...

showcourse

CIS 2200

Introduction to Information Systems and Technologies3 credits

showcourse

 STA STA 2000

Business Statistics I3 credits

showcourse

 MTH MTH 2630

Analytic Geometry and Calculus I5 credits

showcourse

 MTH MTH 3030

Analytic Geometry and Calculus II5 credits

Major
The major consists of 24 credits, with up to 9 credits in mathematics. Required Courses

showcourse

 STA STA 3551

Theory of Statistics I - Introduction to Probability and Distribution Theory3 credits

showcourse

 STA STA 4552

Theory of Statistics II - Statistical Inference3 credits

Elective Courses

showcourse

 CIS CIS 3100

Object-Oriented Programming I3 credits

showcourse

 OPR OPR 4652

Introduction to Mathematical Programming3 credits

showcourse

 OPR OPR 4653

Introduction to Statistical Decision Theory and Game Theory3 credits

showcourse

OPR 4654

Queueing Theory and Inventory Models3 credits

showcourse

 STA3156STA3156

Sampling Theory and Practice3 credits

showcourse

 STA STA 3255

Statistical Quality Control Methods3 credits

showcourse

 STA STA 3560

Nonparametric Statistics3 credits

showcourse

 STA STA 4158

Analysis of Time Series3 credits

showcourse

 STA STA 4256

Advanced Sampling Methods3 credits

showcourse

 STA STA 5559

Introduction to Multivariate Analysis3 credits

showcourse

 MTH MTH 4010

Advanced Calculus I3 credits

showcourse

 MTH MTH 4020

Advanced Calculus II3 credits

showcourse

 MTH MTH 4100

Linear Algebra and Matrix Methods3 credits

showcourse

 MTH MTH 4120

Introduction to Probability3 credits

showcourse

 MTH MTH 4130

Mathematics of Statistics3 credits

showcourse

 MTH MTH 5010

Advanced Calculus III3 credits

Return to Statistics: BA Major

Top

 

Anchor
Psychometrics
Psychometrics
Psychometrics


Note: A number of the courses listed below are not currently offered. Students interested in psychometrics should consult with a department advisor.

Base Courses

 

showcourse

 CIS CIS 2200

Introduction to Information Systems and Technologies3 credits

showcourse

 STA STA 2000

Business Statistics I3 credits

showcourse

 MTH MTH 2630

Analytic Geometry and Calculus I5 credits

...

Major:   24 credits Required Courses

showcourse

 STA STA 2555

Applied Methods I - Probability and Statistics3 credits

showcourse

 STA STA 3556

Applied Methods II - Statistical Inference3 credits

showcourse

 STA STA 4561

Factor Analysis and Classification Techniques3 credits

showcourse

 PSY PSY 3053

Tests and Measurements3 credits

Elective Courses

showcourse

 OPR OPR 4653

Introduction to Statistical Decision Theory and Game Theory3 credits

showcourse

 STA STA 3156

Sampling Theory and Practice3 credits

showcourse

 STA STA 3560

Nonparametric Statistics3 credits

showcourse

 STA STA 5559

Introduction to Multivariate Analysis3 credits

showcourse

 MTH MTH 3030

Analytic Geometry and Calculus II5 credits

showcourse

 MTH MTH 4100

Linear Algebra and Matrix Methods3 credits

showcourse

 PSY PSY 3056

Social Psychology3 credits

showcourse

 PSY PSY 3180

Vocational Psychology3 credits

showcourse

 PSY 3181

Business and Industrial Psychology3 credits

showcourse

 PSY 3182

 

 

Interviewing Techniques3 credits

showcourse

 PSY PSY 3183

Psychology and Urban Problems3 credits

showcourse

 PSY PSY 4092

Special Problems in Psychology2 credits

showcourse

 PSYS PSYS 4282

Advanced Psychological Testing3 credits

Return to Statistics: BA Major

Top

 

Anchor
Sociometrics
Sociometrics
Sociometrics

Note: A number of the courses listed below are not currently offered. Students interested in sociometrics should consult with a department advisor.

Base Courses

showcourse

-v

CourseNumber

CIS 2200

DisciplineCISIntroduction to Information Systems and Technologies3 credits

showcourse

-v

CourseNumber

STA 2000

DisciplineSTABusiness Business Statistics I3 credits

showcourse

-v

CourseNumber

MTH 2630

DisciplineMTHAnalytic Geometry and Calculus I5 credits

...

Major:   24 credits Required Courses

STA

showcourse

-v
Discipline

CourseNumber2555

STA 2555

Applied Methods I - Probability and Statistics3 credits

showcourse

-v

CourseNumber

STA 3556

DisciplineSTAApplied Methods II - Statistical Inference3 credits

showcourse

-v

CourseNumber

STA 3563

Discipline

STADesign of Social Research3 credits

showcourse

-v

CourseNumber

SOC 4032

Discipline

SOCMethods of Sociological Research3 credits

Elective Courses

OPR

showcourse

-v
Discipline

CourseNumber4653

OPR 4653

Introduction to Statistical Decision Theory and Game Theory3 credits

showcourse

-vDisciplineSTA

CourseNumber3156

STA 3156

Sampling Theory and Practice3 credits

showcourse

-v

CourseNumber

STA 3560

DisciplineSTANonparametric Statistics3 credits

showcourse

-v

CourseNumber

STA 5559

DisciplineSTAIntroduction to Introduction to Multivariate Analysis3 credits

showcourse

-v

CourseNumber

MTH 3030

DisciplineMTHAnalytic Geometry and Calculus II5 credits

showcourse

-vDisciplineMTH

CourseNumber4100

MTH 4100

Linear Algebra and Matrix Methods3 credits

showcourse

-v

CourseNumber

SOC 3155

DisciplineSOCUrban Sociology3 credits

showcourse

-v

CourseNumber

SOC 3052

Discipline

SOCSocial Stratification3 credits

showcourse

-v

CourseNumber

SOC 3055

DisciplineSOCPopulation and Society3 credits

showcourse

-vDisciplineSOC

CourseNumber3064

SOC 3064

Modern Organizations3 credits

showcourse

-vDisciplineSOC

CourseNumber3082

SOC 3082

Small Groups3 credits

Equivalent courses in the arts and sciences and business curricula:

The following pairs of courses are considered as equivalent for purposes of credits. Students can be given credit for either course but not for both:

showcourse

-v

CourseNumber

STA 2000

DisciplineSTA 

and

 

showcourse

-v

CourseNumber

STA 2100

DisciplineSTA


(STA 2000 may be used for either the BA or BBA)

showcourse

-v

CourseNumber

STA 3154

DisciplineSTA  and  

 and

showcourse

-v

CourseNumber

STA 3556

Discipline

showcourse

STA

Showcourse vCourseNumber

3155

DisciplineSTA  and  
Showcourse v
CourseNumber4554
DisciplineSTA
Showcourse v
CourseNumber4157
DisciplineSTA
  and  
Showcourse v
CourseNumber4557
DisciplineSTA
Showcourse v
CourseNumber3453
DisciplineOPR
  and  
Showcourse v
CourseNumber4653
DisciplineOPR

 and

showcourse

STA 4554

showcourse

STA 4157

 and
showcourse

STA 4557

showcourse

OPR 3453

 and
showcourse

OPR 4653

Return to Statistics: BA Major

...

General Information

The Department of Statistics and Computer Information Systems offers three minor concentrations*. These are in the fields of computer applications in business, quantitative methods and modeling, and statisticsand Statistics offers five minor concentrations*. Each is outlined below.:

...

Computer Applications in Business (9 credits)

This minor is designed to prepare students majoring in other areas of business to be competent end users and decision makers in a computer information systems environment. The focus is on using microcomputers and higher-level applications software to implement useful applications in a wide range of business areas.

Required Courses  

Choose any three courses (9 credits) from the list of 3000, 4000, or 5000 level CIS courses
except CIS 3270, CIS 3810 and CIS 4910.
Prerequisites must be satisfied.

Top

Anchor
busminor-cybersecurity
busminor-cybersecurity

Cybersecurity and Information Assurance (9 credits)

This minor would provide an opportunity for students majoring in various areas of business to develop basic understanding of information security and assurance issues that organizations face today and the potential solutions available.

Required Courses (9 credits)  

showcourse

CIS 3500

Networks and Telecommunications I3 credits

showcourse

CIS 3550

Cybersecurity3 credits

showcourse

CIS 4350

Information Technology Audit3 credits

Return to Minors

Top
Nametop

Anchor
busminor-DataAnalytics
busminor-DataAnalytics


Data Analytics (9 credits)

This minor would provide an opportunity for students majoring in various areas of business to develop basic data literacy and to integrate techniques and solutions from the areas of technology, statistics, and quantitative modeling in developing business intelligence to facilitate organizational decision-making

Required Courses (6 credits)

showcourse

-v

CourseNumber

CIS 3920

DisciplineCIS

 /

showcourse

-v

CourseNumber

STA 3920

DisciplineSTAData Mining for Business Analytics3 credits

showcourse

-vDisciplineCIS

CourseNumber3120

CIS 3120

Programming for Analytics3 creditsElective Courses (3 credits) - Choose one course from the following list.

showcourse

-vDisciplineCIS

CourseNumber3400

CIS 3400

Database Management Systems I3 credits

showcourse

-v

CourseNumber

CIS 4170

DisciplineCISData Visualization3 credits

showcourse

-vDisciplineCIS

CourseNumber4400

CIS 4400

Data Warehousing for Analytics3 credits

showcourse

-v

CourseNumber

STA 3154

DisciplineSTABusiness Statistics II3 credits

showcourse

-vDisciplineSTA

CourseNumber3155

STA 3155

Regression and Forecasting Models for Business Applications3 credits

showcourse

-v

CourseNumber

MKT 4123

DisciplineMKTMarketing Web Analytics and Intelligence3 credits

showcourse

-vDisciplineMKT

CourseNumber4561

MKT 4561

Marketing Analytics3 credits

showcourse

-v

CourseNumber

MGT 3500

DisciplineMGTManagement Science3 credits

 

OR

 

3 credits

showcourse

-v

CourseNumber

OPR 3450

DisciplineOPR*

Business Decision Models*

 

 

Quantitative Decision Making for Business I*

3 credits

 

 

3 credits

* Students receiving credit for MGT 3500 will not also receive credit for OPR 3450.

Return to Minors

Top

 

Anchor
MinorQuantitativeMethods
MinorQuantitativeMethods

Quantitative Methods and Modeling (9 credits)

The minor in quantitative methods and modeling is designed to prepare students majoring in other areas of business with a background of quantitative skills that facilitate the decisionmaking process. In addition to one required course, two elective courses are selected with the approval of the area advisor to complement the students major and provide the student with an appropriate background.

Required Courses                                

showcourse

-vDisciplineOPR

CourseNumber3450

OPR 3450

Quantitative Decision Making for Business I3 credits             or 

showcourse

-v

CourseNumber

OPR 3300

DisciplineOPRQuantitative Methods for Accounting3 credits
Two courses selected with the approval of the area advisor from the following:

showcourse

Showcourse vCourseNumber3400Discipline

CIS 3400

Database Management Systems I3 credits

showcourse

-v

CourseNumber

CIS 4100

DisciplineCISObject-Oriented Programming II3 credits

showcourse

-vDisciplineOPR

CourseNumber3451

OPR 3451

Quantitative Decision Making for Business II3 credits

showcourse

-v

CourseNumber

OPR 3452

DisciplineOPRSystem Simulation3 credits

showcourse

-vDisciplineOPR

CourseNumber3453

OPR 3453

Bayesian Statistical Inference and Decision Making3 credits

showcourse

-v

CourseNumber

OPR 4470

Discipline

OPRSpecial Topics in Operations Research3 credits

showcourse

-v

CourseNumber

OPR 5000

DisciplineOPRIndependent Study in Operations Research3 credits

showcourse

-vDisciplineSTA

CourseNumber3154

STA 3154

Business Statistics II3 credits

showcourse

-v

CourseNumber

STA 3155

DisciplineSTARegression and Forecasting Models for Business Applications3 credits

showcourse

-vDisciplineSTA

CourseNumber4000

STA 4000

Introduction to SAS Programming3 credits

Other quantitative courses may be selected subject to approval of the area advisor.

Return to Minors

Top

 

Anchor
MinorStatistics
MinorStatistics
Statistics

The minor in statistics consists of the courses listed below.

 


Required Courses                                3 credits

showcourse

-v

CourseNumber

STA 3154

DisciplineSTABusiness Statistics II3 credits

Elective Courses                                 6 credits

Two courses selected from the following:

showcourse

-vDisciplineOPR

CourseNumber3450

OPR 3450

Quantitative Decision Making for Business I3 credits

showcourse

-v

CourseNumber

STA 3155

Discipline

STAIntermediate Statistical Methods3 credits

showcourse

-v

CourseNumber

STA 3156

DisciplineSTASampling Theory and Practice3 credits

showcourse

-vDisciplineSTA

CourseNumber4000

STA 4000

Introduction to SAS Programming3 credits

showcourse

-v

CourseNumber

STA 4370

DisciplineSTASpecial Topics in Applied Statistics3 credits

Return to Minors

Top

Anchor
MinorTier3
MinorTier3

Liberal Arts Interdisciplinary Minor in Information Technology and Social Responsibility

The internet age has fostered an environment of widespread interconnectedness. This hyperconnectivity, and the new media that proliferate along with it, come with their own specific problems. The purpose of this concentration is to study the effects of these new technologies on the individual, the workplace, and society at large. In this program of study students will examine the increasing importance of individual and organizational social responsibility in today’s interconnected and computer-mediated environment, as well as the specific issues that stand at the intersection of social responsibility and information technology.


Required Course:                                3 credits

showcourse

-vDisciplineCIS

CourseNumber4910

CIS 4910

Information Technology and Social Responsibility*3 credits

Elective Courses                                 6 credits

Two courses selected from the following:

showcourse

-v

CourseNumber

BLS 3013

DisciplineBLSMass Media and the Black American3 credits

showcourse

-vDisciplineCIS

CourseNumber3270

CIS 3270

Computer Ethics* (showcourse-v

CourseNumber
showcourse

 PHI 3270

DisciplinePHI)

3 credits

showcourse

-vDisciplineCIS

CourseNumber3700

CIS 3700

Green IT*3 credits

showcourse

-vDisciplineCIS

CourseNumber3810

CIS 3810

Principles of New Media*3 credits

showcourse

-v

CourseNumber

COM 3060

DisciplineCOMMedia Analysis and Criticism3 credits

showcourse

-vDisciplineCOM

CourseNumber3076

COM 3076

International Communication3 credits

showcourse

-v

CourseNumber

JRN 3220

DisciplineJRNMedia Ethics3 credits

showcourse

-v

CourseNumber

JRN 3500

Discipline

JRNAdvanced Reporting and Writing3 credits

showcourse

-v

CourseNumber

LIB 3040

DisciplineLIB

Information and Society  (

showcourse
-v
CourseNumber3040DisciplineCOM

 COM 3040

or
showcourse
-vCourseNumber

 PAF 3040

DisciplinePAF

)

3 credits

showcourse

-v

CourseNumber

PHI 3040

DisciplinePHIMind and Computers3 credits

showcourse

-vDisciplinePHI

CourseNumber3050

PHI 3050

Ethics, Economics, and the Business System3 credits
Courses may be organized into the following suggested tracks:

Media

showcourse

-v

CourseNumber

BLS 3013

DisciplineBLSMass Media and the Black American3 credits

showcourse

-v

CourseNumber

CIS 3810

Discipline

CISPrinciples of New Media*3 credits

showcourse

-v

CourseNumber

COM 3060

DisciplineCOMMedia Analysis and Criticism3 credits

showcourse

-vDisciplineCOM

CourseNumber3076

COM 3076

International Communication3 credits

showcourse

-vDisciplineJRN

CourseNumber3220

JRN 3220

Media Ethics3 credits
Information Society

showcourse

-v

CourseNumber

CIS 3810

DisciplineCISPrinciples of New Media*3 credits

showcourse

-vCourseNumber3076DisciplineCOM

 COM 3076

International Communication3 credits

showcourse

-v

CourseNumber

 JRN 3500

DisciplineJRNAdvanced Reporting and Writing3 credits

showcourse

-vDisciplineLIB

CourseNumber3040

LIB 3040

Information and Society (

showcourse
-v
CourseNumber

 COM 3040

DisciplineCOMor 
showcourse
-v
CourseNumber

 PAF 3040

Discipline

PAF)

3 credits
Philosophy and Ethics

showcourse

-v

CourseNumber

CIS 3270

Discipline

CIS

Computer Ethics* (

showcourse
-v
CourseNumber3270DisciplinePHI

 PHI 3270

)

3 credits

showcourse

-vDisciplineJRN

CourseNumber3220

JRN 3220

Media Ethics3 credits

showcourse

-v

CourseNumber

PHI 3040

DisciplinePHIMind and Computers3 credits

showcourse

-vCourseNumber3050DisciplinePHI

 PHI 3050

Ethics, Economics, and the Business System3 credits

*For the purposes of this program, this course counts as an Arts and Sciences course.

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Anchor
MinorsNonBusiness
MinorsNonBusiness
Business Minors for Non-Business Majors

Students in the Weissman School of Arts and Sciences or in the Marxe School of Public and International Affairs who wish to take business courses may do so by declaring a minor in statistics and quantitative modeling or in technology, business, and the Internet. Before declaring the minor, they must complete either BUS 1001 (1 credit) or have previously completed BUS 1011 (3 credits). To be awarded the minor, students must have a GPA of 2.0 or more in the courses included in the minor. Eligibility to declare such a minor is restricted to students who have an overall GPA of 2.0 or more at time they declare the minor. Courses that apply to the minor may not be used for any other requirement. This minor does not fulfill the requirement to complete a liberal arts minor.

Students must choose three courses (9 credits) from the following:

Statistics and Quantitative Modeling

showcourse

-v

CourseNumber

CIS 3100

DisciplineCISObject-Oriented Programming I3 credits

showcourse

-vDisciplineOPR

CourseNumber3300

OPR 3300

Quantitative Methods for Accounting3 credits

showcourse

-v

CourseNumber

OPR 3450

DisciplineOPRQuantitative Decision Making for Business I3 credits

showcourse

-v

CourseNumber

STA 3154

Discipline

STABusiness Statistics II3 credits

showcourse

-v

CourseNumber

STA 3155

Discipline

STARegression and Forecasting Models for Business Applications3 credits
Technology, Business, and the Internet

showcourse

-vDisciplineCIS

CourseNumber3100

CIS 3100

Object-Oriented Programming I3 credits

showcourse

-vDisciplineCIS

CourseNumber3367

CIS 3367

Spreadsheet Applications in Business3 credits

showcourse

-v

CourseNumber

CIS 3400

DisciplineCISDatabase Management Systems I3 credits

showcourse

-vCourseNumber3444Discipline

CIS 3444

e-Business Technologies3 credits

showcourse

-v

CourseNumber

CIS 3630

DisciplineCISPrinciples of Web Design3 credits

showcourse

-v

CourseNumber

CIS 4800

Discipline

CISSystems Analysis and Design3 credits

showcourse

-v

CourseNumber

LAW 3108

Discipline

LAWLaw and the Internet3 credits

showcourse

-vDisciplineMKT

CourseNumber4555

MKT 4555

Internet Marketing3 credits

...

showcourse

CIS 2200

Introduction to Information Systems and Technologies

3 hours; 3 credits

showcourse

CIS 3093

Special Topics in Computer Information Systems3 hours; 3 credits

showcourse

CIS 3094

Special Topics in Computer Information Systems1.5 hours; 1.5 credits

showcourse

CIS 3100

Object-Oriented Programming I

3 hours; 3 credits

showcourse

CIS 3120

Programming for Analytics3 hours; 3 credits

showcourse

CIS 3150

Introduction to Semantic Technologies3 hours; 3 credits

showcourse

CIS 3270

Computer Ethics

3 hours; 3 credits

showcourse

CIS 3367

Spreadsheet Applications in Business

3 hours; 3 credits

showcourse

CIS 3400

Database Management Systems I

3 hours; 3 credits

showcourse

CIS 3444

E-Business Technologies

3 hours; 3 credits

showcourse

CIS 3500

Networks and Telecommunications I

3 hours; 3 credits

showcourse

CIS 3550

Cybersecurity

3 hours; 3 credits

showcourse

CIS 3630

Principles of Web Design

3 hours; 3 credits

showcourse

CIS 3700

Green IT

3 hours; 3 credits

showcourse

CIS 3710

Foundations of Business Analytics

 3 credits

showcourse

CIS 3750

Social Media Technologies in Organizations

3 hours; 3 credits

showcourse

CIS 3770

Usability, Privacy, and Security3 hours; 3 credits

showcourse

CIS 3810

Principles of New Media

3 hours; 3 credits

showcourse

CIS 4093

Special Topics in Computer Information Systems

3 hours; 3 credits

showcourse

CIS 4094

Special Topics in Computer Information Systems

1.5 hours; 1.5 credits

showcourse

CIS 4100

Object-Oriented Programming II

3 hours; 3 credits

showcourse

CIS 4110

Object-Oriented Programming II with Java

3 hours; 3 credits

showcourse

CIS 4160

Web Applications Development

3 hours; 3 credits

showcourse

CIS 4170

Data Visualization3 hours; 3 credits

showcourse

CIS 4350

Information Technology Audit

3 hours; 3 credits

showcourse

CIS 4400

Data Warehousing for Analytics

3 hours; 3 credits

showcourse

CIS 4500

Networks and Telecommunications II

3 hours; 3 credits

showcourse

CIS 4620

Financial Information Technologies

3 hours; 3 credits

showcourse

CIS 4650

Operating Systems Concepts

3 hours; 3 credits

showcourse

CIS 4670

Special Topics in Computer Information Systems

3 hours; 3 credits

showcourse

CIS 4800

Systems Analysis and Design

3 hours; 3 credits

showcourse

CIS 4910

Information Technology and Social Responsibility

3 hours; 3 credits

showcourse

CIS 5000

Independent Study and Research in Computer Information Systems

3 hours; 3 credits

showcourse

CIS 5800

Information Technology Development and Project Management

3 hours; 3 credits

showcourse

CIS 5900

Computer Information Systems Internship

3 hours; 3 credits

showcourse

CIS 2200H

Hon Info Systems

3 hours; 3 credits

showcourse

CIS 3367H

Hon Sprdsht App Bus

3 hours; 3 credits

showcourse

CIS 4450H

Hon Network & Com

3 hours; 3 credits

showcourse

CIS 6001H

Hon CIS I

3 hours; 3 credits per semester

showcourse

CIS 6002H

Hon CIS II

3 hours; 3 credits per semester

...

showcourse

STA 2000

Business Statistics I

3 hours; 3 credits

showcourse

STA 2100

Statistics for Social Science

4 hours; 3 credits

showcourse

STA 3093

Special Topics in Statistics3 hours; 3 credits

showcourse

STA 3094

Special Topics in Statistics1.5 hours; 1.5 credits

showcourse

STA 3154

Business Statistics II

3 hours; 3 credits

showcourse

STA 3155

Regression and Forecasting Models for Business Applications

3 hours; 3 credits

showcourse

STA 3156

Sampling Theory and Practice

3 hours; 3 credits

showcourse

STA 3253

Categorical Data Analysis

3 hours; 3 credits

showcourse

STA 3255

Statistical Quality Control Methods

3 hours; 3 credits

showcourse

STA 3560

Nonparametric Statistics

3 hours; 3 credits

showcourse

STA 4000

Introduction to SAS Programming

3 hours; 3 credits

showcourse

STA 4157

Design and Analysis of Experimental Data

3 hours; 3 credits

showcourse

STA 4158

Analysis of Time Series

3 hours; 3 credits

showcourse

STA 4370

Special Topics in Applied Statistics

3 hours; 3 credits

showcourse

STA 4920

Advanced Data Mining3 hours; 3 credits

showcourse

STA 5000

Independent Study and Research in Statistics

3 hours; 3 credits

showcourse

STA 2000H

Hon bus Statistics

3 hours; 3 credits

showcourse

STA 6001H

Hon Statistics I

3 hours; 3 credits

showcourse

STA 6002H

Hon Statistics II

3 hours; 3 credits

...