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Data Sciences and Operations (DSO)
- D class assignments for undergraduates available in BRI401; phone (213) 740-0172.
- BUSINESS (GRADUATE) - Business students may register using USC Web Registration. - Non-business students may register for graduate business electives subject to the following restrictions: (1) proof of undergraduate degree; (2) minimum graduate GPA of 3.2; (3) maximum of 12 units of graduate business courses; and (4) prerequisites completed. All graduate applications and forms are available by calling 740-5424, email: registration@marshall.usc.edu. For complete list of Business registration policies, visit www.marshall.usc.edu/registrationpolicies.
Applied understanding of how spreadsheets are used to analyze business information. Create real world software applications for use in accounting, finance, marketing and operations. Duplicates credit in former IOM-401.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16214R | 001 | Lecture | 4:00-5:50pm | Monday | 37 of 40 | Francis Pereira | JFF LL103 |  | |
| 16215R | 001 | Lecture | 4:00-5:50pm | Wednesday | 29 of 32 | Francis Pereira | BRI202A | | |
| 16216R | 001 | Lecture | 6:00-7:50pm | Monday | 34 of 40 | Francis Pereira | JFF LL103 | | |
| 16217R | 001 | Lecture | 6:00-7:50pm | Wednesday | 23 of 32 | Francis Pereira | BRI202A | |
A variety of forecasting techniques used by a variety of businesses. Emphasis on learning to apply these techniques to real data. Prerequisite: BUAD-310. Duplicates credit in former DSO-424.
- Prerequisite: BUAD 310
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16218R | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 27 of 30 | Robertas Gabrys | BRI202A | |
Application of decision analysis, simulation, and optimization techniques to managerial problems. Learn how to create and present useful spreadsheet models to analyze practical business problems. Recommended preparation: BUAD-310. Duplicates credit in former IOM-427.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16222R | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 21 of 32 | Bala Subramanian | JFF240 | |
Foundational frameworks for understanding the planning and execution of digitally-enabled strategic initiatives. Duplicates credit in former IOM-431.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16225R | 001 | Lecture | 10:00-11:50am | Mon, Wed | 21 of 48 | Ann Majchrzak | JFF LL103 |  |
Analyzing and improving business processes with digital technologies; use cases; business case design. Duplicates credit in former IOM-433.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16227R | 001 | Lecture | 2:00-3:50pm | Mon, Wed | 20 of 38 | Ann Majchrzak | JFF LL103 | |
Foundational knowledge for managing a small business on the internet including strategies, tools, and resources integrated with hands-on skills for developing a small business website. Duplicates credit in former IOM-462.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16235R | 001 | Lecture | 4:00-5:50pm | Tuesday | 32 of 32 | Richard Selby | BRI202A | | |
| 16236R | 001 | Lecture | 6:00-7:50pm | Wednesday | 45 of 47 | Richard Selby | JFF LL103 | |
Issues in supply chain management. Supply chain performance and dynamics. Tools for planning, control and coordination. Supply chain design and strategy. Prerequisite: BUAD-311. Duplicates credit in former IOM-482.
- Prerequisite: BUAD 311
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16241D | 001 | Lecture | 12:00-1:50pm | Mon, Wed | Canceled | Bala Subramanian | |
Study of concepts and techniques for improving operations, formulation and implementation of operations strategy, and development of frameworks for process design, selection and performance evaluation. Prerequisite: BUAD-311. Duplicates credit in IOM-483.
- Prerequisite: BUAD 311
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16240R | 001 | Lecture | 4:00-5:50pm | Mon, Wed | 31 of 35 | Murat Bayiz | JFF240 | |
Selected topics reflecting current trends and recent developments in data sciences, information systems, operations management, and statistics. May be repeated only if topic is different.
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| Deep Learning and Business Applications | ||||||||||
| 16242R | 001 | 4.0 | Lecture | 8:00-9:50am | Mon, Wed | 18 of 32 | Jinchi Lv | BRI202A | | |
| Modern Data Science Techniques for Data Driven Consulting | ||||||||||
| 16243D | 001 | 4.0 | Lecture | 12:00-1:50pm | Tue, Thu | Canceled | Robertas Gabrys | | ||
Foundational knowledge for business analytics, including strategies, methods, and tools integrated with hands-on skills for defining business analytics for data-driven decision making and innovation.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Global Supply Chain Management, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration
- Restriction: Registration open to the following class level(s): Doctoral Student, Graduate Visitor, Master Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16304R | 033 | 3.0 | Lecture | 6:30-9:30pm | Tuesday | 40 of 48 | Richard Selby | JFF240 | |
Principles of probability methodology. Application for providing structure to uncertainty. Develop, implement, and use probability models.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Analytics, Gerontology/Business Administration, Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Business Taxation, Marketing, Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student, Graduate Visitor
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16305D | 411 | Lecture | 11:00-12:20pm | Mon, Wed | 29 of 31 | Amy Ward | JKP112 | PDF (894793 KB) | |
| 16306D | 411 | Lecture | 12:30-1:50pm | Mon, Wed | 52 of 54 | Amy Ward | JKP112 | PDF (894793 KB) | |
Survey of forecasting and time series methods. Models for stationary and nonstationary time series; ARIMA model identification, estimation, and forecast development. Seasonal and dynamic models. Recommended preparation: GSBA 506ab or GSBA 524 or (GSBA 516 and GSBA 545). Web registration open only to graduate business and accounting students. Duplicates credit in former IOM 522.
- Restriction: Registration open to the following major(s): Accounting, Business Administration, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Analytics, Business Research, Business Taxation, Gerontology/Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16270R | 411 | 1.5 | Lecture | 9:30-10:50am | Tue, Thu | 31 of 32 (2 on waitlist) | Robertas Gabrys | BRI202A | |
Computer-assisted analysis of business data; advanced multiple regression analysis, survey analysis, ANOVA testing for Marketing-type applications and Times Series Analysis methods will be covered. Prerequisite: GSBA-506b or GSBA-524 or (GSBA 516 and GSBA 545). Web registration open only to graduate business and accounting students. (Duplicates credit in former IOM 529)
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16268R | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 55 of 56 | Dawn Porter | JKP112 | |
Overview of highly computational modern statistical learning methods; applications of logistic regression, neural networks, LASSO, trees, boosting and GAM, etc., to finance and marketing data.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Optimization and Supply Chain Management, Global Supply Chain Management, Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Sections 16275 and 16276 are MS Business Analytics core courses, and are intended for students admitted to the MS Business Analytics program only. However if any seats are available, other Marshall graduate students can register via USC Web Registration. If the class is full, Marshall graduate students can submit a completed Wait List Request form to registration@marshall.usc.edu. These sections are not available to non-Marshall graduate students.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16275R | 033 | Lecture | 6:30-9:30pm | Wednesday | 52 of 52 (2 on waitlist) | Xin Tong | JKP102 |  | |
| 16276R | 033 | Lecture | 9:30-10:50am | Mon, Wed | 39 of 40 | Xin Tong | JKP210 | |
Application of Monte Carlo simulation to determine a range of outcomes for all possible courses of action. Application of Excel simulation.
- Corequisite: DSO 516
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16308R | 415 | Lecture | 12:30-1:50pm | Mon, Wed | 30 of 77 | Amy Ward | JKP112 | |
Data cleaning and reshaping; good vs. bad graphics; univariate, bivariate, trivariate, hypervariate, and time series graphics; interactive graphics; web-related computing. Extensive computer applications using R.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Global Supply Chain Management, Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16278R | 033 | Lecture | 6:30-9:30pm | Tuesday | 57 of 57 (5 on waitlist) | Abbass Sharif | JKP204 | | |
| 16279R | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 25 of 32 | Robertas Gabrys | BRI202A | |
Application of decision analysis, simulation and optimization techniques to managerial problems. Learn how to create and present useful spreadsheet models to analyze practical business models. Online registration open only to graduate business and accounting majors.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Global Supply Chain Management, Social Entrepreneurship, Entrepreneurship and Innovation, Marketing
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16280R | 033 | Lecture | 11:00-12:20pm | Tue, Thu | 52 of 52 (25 on waitlist) | Omeed Selbe | JKP102 | | |
| 16281R | 033 | Lecture | 3:30-4:50pm | Mon, Wed | 57 of 57 (3 on waitlist) | Hiroshi Ochiumi | JKP202 | | |
| 16282R | 033 | Lecture | 6:30-9:30pm | Tuesday | 24 of 45 | Omeed Selbe | OCC | | |
| 16300R | 033 | Lecture | 5:00-6:20pm | Mon, Wed | 19 of 54 | Hiroshi Ochiumi | ACC310 | |
Application of Six Sigma practices and techniques to improve operations in organizations. Open only to graduate business students. Duplicates credit in ISE 507 and former IOM 549.
- Restriction: Registration open to the following major(s): Accounting, Business Administration, Business Administration/Dental Surgery, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Gerontology/Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management
- Restriction: Registration open to the following class level(s): Master Student, Professional Year 1, Doctoral Student
- Note: Section 16285 is a MS Global Supply Chain Management core course, and is intended for students admitted to the MS GSCM program only. However if any seats are available, other Marshall graduate students can register via USC Web Registration. If the class is full, Marshall graduate students can submit a completed Wait List Request form to registration@marshall.usc.edu. This section is not available to non-Marshall graduate students.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16285D | 033 | Lecture | 6:30-9:30pm | Monday | 53 of 54 | Nick Vyas | JKP110 | |
Leveraging large enterprise system applications for strategic value; managing organizational transformation of global enterprises through digital business platforms; coping with disruptive technologies. Open only to business majors. Duplicates credit in former IOM-551.
- Restriction: Registration open to the following major(s): Accounting, Business Administration, Business Administration/Dental Surgery, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Digital Supply Chain Management, Gerontology/Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration
- Note: 16290: Course meets twice a week, but ends before spring break. See the calendar icon below.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16290R | 640 | Lecture | 2:15-4:45pm | Mon, Wed | 57 of 57 | Kyung Kyu Kim | JKP204 | Word (57910 KB) | |
Fraud detection model systems; identify normal vs. outlying behavior; malicious adversaries; complex datasets; supervised and unsupervised fraud statistical models; measures of model efficacy.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16237R | 033 | Lecture | 3:30-6:20pm | Thursday | 40 of 56 | Stephen Coggeshall | JKP104 | | |
| 16238R | 033 | Lecture | 6:30-9:30pm | Thursday | 49 of 57 | Stephen Coggeshall | JKP204 | |
Applications and models of marketing-related data analyses to the development of data-driven marketing strategies and making data-driven marketing decisions.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Crosslist: This course is offered by the MKT department but may qualify for major credit in DSO. To register, enroll in MKT 566.
- Note: Section 16542 is for MBA student registration. Section 16544 is a MS Marketing core course, and is intended for students admitted to the MS Marketing program only. However, if any seats are available, other Marshall graduate students can register via USC Web Registration. If the class is full, Marshall graduate students can submit a completed Wait List Request form to registration@marshall.usc.edu.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16542R | 033 | Lecture | 9:30-10:50am | Mon, Wed | 50 of 54 | Anthony Dukes | JKP112 | PDF (106779 KB) | |
| 16544R | 033 | Lecture | 6:30-9:30pm | Wednesday | 54 of 54 (9 on waitlist) | Anthony Dukes | JKP204 | PDF (106779 KB) | |
Decision making under uncertainty using real data applying the most advanced optimization, statistical and probability methods.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Sections 16298 and 16301 are MS Business Analytics core courses, and are intended for students admitted to the MS Business Analytics program only. However if any seats are available, other Marshall graduate students can register via USC Web Registration. If the class is full, Marshall graduate students can submit a completed Wait List Request form to registration@marshall.usc.edu. These sections are not available to non-Marshall graduate students.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16298R | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 51 of 52 | Peng Shi | JKP102 | PDF (696166 KB) | |
| 16301R | 033 | Lecture | 5:00-6:20pm | Tue, Thu | 46 of 52 | Peng Shi | JKP102 | PDF (696166 KB) | |
Applications of systems theory and concepts, matrix organizational structures, PERT/CPM project modeling, and management information systems to the management of complex and critical projects. Recommended preparation: GSBA 504b or GSBA 534. Open only to business majors. Duplicates credit in former IOM 580.
- Restriction: Registration open to the following major(s): Accounting, Business Administration, Business Administration/Dental Surgery, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Fundamentals, Business Research, Business Taxation, Gerontology/Business Administration, Global Supply Chain Management, Medicine/Business Administration, Optimization and Supply Chain Management
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16283R | 033 | Lecture | 11:00-12:20pm | Mon, Wed | 52 of 52 (10 on waitlist) | Murat Bayiz | JKP102 | | |
| 16286R | 033 | Lecture | 6:30-9:30pm | Wednesday | 58 of 58 (8 on waitlist) | Murat Bayiz | JKP112 | |
Issues in supply chain management. Supply chain performance and dynamics. Tools for planning, control and coordination. Supply chain design and strategy. Recommended preparation: GSBA 504b or GSBA 534. Duplicates credit in former IOM 581. Open only to business majors.
- Restriction: Registration open to the following major(s): Accounting, Business Administration, Business Administration/Dental Surgery, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Fundamentals, Business Research, Business Taxation, Digital Supply Chain Management, Gerontology/Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management
- Note: Section 16288 is a MS Global Supply Chain Management core course, and is intended for students admitted to the MS GSCM program only. However if any seats are available, other Marshall graduate students can register via USC Web Registration. If the class is full, Marshall graduate students can submit a completed Wait List Request form to registration@marshall.usc.edu. This section is not available to non-Marshall graduate students.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16288R | 033 | Lecture | 5:00-6:20pm | Tue, Thu | 48 of 48 | Robert Wang | JKP204 | PDF (276766 KB) | |
Examination of the service industry from a managerial and entrepreneurial perspective; emphasis on the tactical decisions needed to design and deliver successful and profitable services. Recommended preparation: GSBA 504b or GSBA 534. Online registration open only to graduate accounting and business students. Duplicates credit in former IOM-582.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Fundamentals, Business Research, Business Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Business Administration/East Asian Area Studies, Social Entrepreneurship, Marketing
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16289R | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 36 of 78 | Ramandeep Randhawa | JKP110 | |
Development of conceptual and analytic skills for improving operations. Analysis of business strategy, formulating and implementing operations strategy, process analysis and design, and project management.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Gerontology/Business Administration, Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Strategy and Management Consulting
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16292R | 033 | Lecture | 2:00-3:20pm | Mon, Wed | 46 of 46 (1 on waitlist) | Murat Bayiz | JKP210 | |
Application of operations management tools and techniques to improve the performance of healthcare delivery systems. May include international travel.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Sustainability and Business
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16330R | 033 | Lecture | 6:30-9:30pm | Monday | 27 of 28 | Sriram Dasu | ACC201 | |
Research leading to the master's degree. Maximum units which may be applied to the degree to be determined by the department. Graded CR/NC. Open only to master's students. Duplicates credit in former IOM-590.
- Restriction: Registration open to the following class level(s): Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16295D | 033 | Lecture | TBA | TBA | 1 of 10 | OFFICE | |
Individual or team projects studying the practices of an industry, company, government agency, country, geographic region, etc. Proposal, data collection, analyses, and written report. Graded CR/NC. Recommended preparation: completion of required M.B.A, M.Acc., or M.B.T. courses. Open only to graduate students. Duplicates credit in former IOM-592.
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16310D | 033 | 0.5-3.0 | Lecture | TBA | TBA | 0 of 20 | OFFICE | |
Independent research beyond normal course offerings. Proposal, research and written report/paper required. Graded CR/NC. Recommended preparation: completion of required M.B.A, M.Acc., or M.B.T. courses. Open only to graduate students. Duplicates credit in former IOM-593.
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16311D | 033 | Lecture | TBA | TBA | 10 of 20 | Abbass Sharif,Sriram Dasu, Milan Miric | OFFICE | | |
| 16313D | 033 | Lecture | TBA | TBA | 5 of 10 | Abbass Sharif,Sriram Dasu | OFFICE | | |
| 16329D | 078 | Lecture | TBA | TBA | 2 of 10 | Abbass Sharif,Murat Bayiz | OFFICE | | |
| 16331D | 078 | Lecture | TBA | TBA | 1 of 10 | Murat Bayiz | OFFICE | |
Supervised on-the- job business experience in the student's area of interest (Curricular Practical Training). Recommended preparation: completion of required MBA, MSGSCM, or MSBUAN courses.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management
- Restriction: Registration open to the following class level(s): Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16312D | 033 | Lecture | TBA | TBA | 21 of 30 | Abbass Sharif | OFFICE | | |
| 16315D | 415 | Lecture | TBA | TBA | 4 of 20 | Wen Sun, Abbass Sharif | OFFICE | |
Hands-on practical experience working with a Marshall faculty member in the Data Sciences and Operations Department on an ongoing research project. Graded CR/NC. Recommended preparation: completion of all required courses in the student's program. Open only to graduate students. Duplicates credit in the former IOM-596.
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16314D | 033 | Lecture | TBA | TBA | 0 of 20 | OFFICE | |
Individual or team project solving real business problems for an existing business entity, domestic and/or international. Proposal, field research, analyses and oral and written presentations. Open only to graduate business students. Duplicates credit in former IOM-597.
- Restriction: Registration open to the following major(s): Accounting, Business Administration, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Taxation, Finance, Gerontology/Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16316D | 033 | 0.5-3.0 | Lecture | TBA | TBA | 1 of 20 | Dawn Porter | OFFICE | |
Selected topics reflecting current trends and recent developments in data sciences, operations management, supply chain management and/or decision support systems. Open only to graduate business students. Duplicates credit in former IOM-599.
- Restriction: Registration open to the following major(s): Law/Business Taxation, Medicine/Business Administration, Accounting, Business Administration, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Planning, Business Administration/Real Estate Development, Business Administration/Social Work, Business Taxation, Finance, Global Supply Chain Management, Juris Doctor/Business Administration, Gerontology/Business Administration
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
- Note: Sections 16265 and 16266 and 16267 and 16299 are MS Business Analytics core courses, and are intended for students admitted to the MS Business Analytics program only. However if any seats are available, other Marshall graduate students can register via USC Web Registration. If the class is full, Marshall graduate students can submit a completed Wait List Request form to registration@marshall.usc.edu. These sections are not available to non-Marshall graduate students.
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| SQL Databases for Business Analysts | ||||||||||
| 16265R | 411 | 1.5 | Lecture | 2:00-4:50pm | Tuesday | 50 of 52 | Shijian Geng | JKP212 | PDF (279255 KB) | |
| SQL Databases for Business Analysts | ||||||||||
| 16266R | 411 | 1.5 | Lecture | 2:00-4:50pm | Thursday | 45 of 52 | Shijian Geng | JKP212 | PDF (279255 KB) | |
| NoSQL Databases in Big Data | ||||||||||
| 16267R | 415 | 1.5 | Lecture | 2:00-4:50pm | Tuesday | 71 of 75 | Shijian Geng | JKP212 | | |
| NoSQL Databases in Big Data | ||||||||||
| 16299R | 415 | 1.5 | Lecture | 2:00-4:50pm | Thursday | 0 of 55 | Shijian Geng | JKP212 | | |
| Getting the Organization Ready for Big Data | ||||||||||
| 16317R | 033 | 3.0 | Lecture | 3:30-4:50pm | Mon, Wed | 27 of 52 | Milan Miric | JKP102 | Word (144742 KB) | |
| Getting the Organization Ready for Big Data | ||||||||||
| 16318D | 033 | 3.0 | Lecture | 6:30-9:30pm | Wednesday | Canceled | Milan Miric | Word (144742 KB) | | |
| Digital Foundations for Business Innovation | ||||||||||
| 16320R | 415 | 1.5 | Lecture | 6:30-9:20pm | Thursday | 40 of 50 | Vivek Sharma | JKP212 | PDF (218624 KB) | |
| Statistical Methodology and Machine Learning | ||||||||||
| 16326R | 033 | 3.0 | Lecture | 6:30-9:30pm | Thursday | 20 of 78 | Jason Lee | JKP110 | | |
Overview of cutting-edge developments of methodologies, theory, and algorithms in high-dimensional statistical learning and big data problems; their applications to business and many other disciplines. Recommended preparation: Courses in calculus, linear algebra, and linear regression.
- Restriction: Registration open to the following class level(s): Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16322R | 036 | Lecture | 2:00-4:50pm | Monday | 11 of 15 | Jinchi Lv | ACC312 | |
Seminar. Review and discuss current research in Data Sciences and Operations. Presentations by faculty, visiting researchers, and advanced students. Open to Marshall Ph.D. students only. Graded CR/NC.
- Restriction: Registration open to the following major(s): Business Administration
- Restriction: Registration open to the following class level(s): Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16321R | 036 | Lecture | 2:00-4:50pm | Friday | 9 of 16 | Wen Sun | HOH506 | |
Introduction to Decision Analysis; MDP model formulation and examples; Finite horizon models; Infinite-horizon models: Discounted MDPs; Average reward criteria; Continuous-time models. Open only to doctoral students. Duplicates credit in former IOM-677.
- Restriction: Registration open to the following class level(s): Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16328R | 036 | Lecture | 2:00-4:50pm | Thursday | 12 of 15 | Amy Ward | ACC303 | |