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Data Sciences and Operations (DSO)
- D class assignments for undergraduates available in BRI104; Phone: (213) 740-0690.
- D class assignments for graduate students available in HOH103; Phone: (213) 740-5424.
- 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 in HOH103,(213) 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 | 29 of 32 | Francis Pereira | BRI202A |  | |
| 16215R | 001 | Lecture | 4:00-5:50pm | Wednesday | 31 of 32 | Francis Pereira | BRI202A | | |
| 16216R | 001 | Lecture | 6:00-7:50pm | Monday | 29 of 32 | Francis Pereira | BRI202A | | |
| 16217R | 001 | Lecture | 6:00-7:50pm | Wednesday | 28 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 | 25 of 32 | Robertas Gabrys | BRI202A | |
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 |
|---|---|---|---|---|---|---|---|---|---|
| 16225D | 001 | Lecture | 2:00-3:50pm | Mon, Wed | 30 of 37 | Ann Majchrzak | HOH415 | Word (199065 KB) | |
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 | 10:00-11:50am | Mon, Wed | 34 of 36 | Ann Majchrzak | HOH415 | Word (108032 KB) | |
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 | 35 of 36 | Richard Selby | HOH415 | | |
| 16236R | 001 | Lecture | 6:00-7:50pm | Tuesday | 35 of 36 | Richard Selby | HOH421 | |
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 | 12:00-1:50pm | Mon, Wed | 34 of 34 | Murat Bayiz | HOH304 | |
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. Online registration open to graduate business and accounting students.
- 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, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16302R | 033 | Lecture | 6:30-9:30pm | Monday | 35 of 36 | Richard Selby | HOH304 | | |
| 16304D | 033 | Lecture | 6:30-9:30pm | Thursday | 32 of 39 | Richard Selby | ACC236 | |
Principles of probability methodology. Application for providing structure to uncertainty. Develop, implement, and use probability models. Online registration limited to graduate business and accounting students.
- 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 for Veterans, Business Research, Finance, 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 | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16305R | 411 | Lecture | 11:00-12:20pm | Mon, Wed | 40 of 50 (1 on waitlist) | Amy Ward | JKP112 | PDF (222065 KB) | |
| 16306R | 411 | Lecture | 12:30-1:50pm | Mon, Wed | 49 of 51 | Amy Ward | JKP112 | PDF (222065 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 | 6:30-9:30pm | Thursday | 28 of 45 | Robertas Gabrys | JKP212 | |
Introduction to data-warehousing, multidimensional database, on-line analytical processing, and survey of business intelligence applications that extract useful information from data warehouses. Business applications emphasized. Web registration open only to graduate business students. Duplicates credit in former IOM 528.
- 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, Marketing, 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 16272R | 033 | 3.0 | Lecture | 9:00-11:50am | Saturday | 30 of 45 | Arif Ansari | JKP112 | | |
| 16274R | 415 | 1.5 | Lecture | 6:30-9:30pm | Thursday | 36 of 47 | Arif Ansari | JKP212 | |
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. Web registration open only to graduate business students. Duplicates credit in former IOM-530.
- 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, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management
- Note: Business Analytics Students Only
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16275R | 033 | Lecture | 6:30-9:30pm | Wednesday | 37 of 52 | Robertas Gabrys | JKP102 |  |
Application of discrete-event simulation models to events that occur randomly over time. Representation using process flow diagrams. Use of simulation methodology to improve process performance. Prerequisite: DSO 516. Online registration limited to graduate business and accounting students. (Duplicates credit in former DSO 532)
- Prerequisite: DSO 516
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16307R | 415 | Lecture | 11:00-12:20pm | Mon, Wed | 22 of 45 | Amy Ward | JKP112 | PDF (223177 KB) | |
Application of Monte Carlo simulation to determine a range of outcomes for all possible courses of action. Application of Excel simulation. Prerequisite: DSO 516. Online registration limited to graduate business and accounting students. (Duplicates credit in former DSO 532)
- Prerequisite: DSO 516
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16308R | 415 | Lecture | 12:30-1:50pm | Mon, Wed | 29 of 45 | Amy Ward | JKP112 | PDF (220763 KB) | |
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. Online registration open only to graduate business and accounting students.
- Restriction: Registration open to the following major(s): Business Taxation, 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, Gerontology/Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration
- Note: Business Analytics Students Only (16278)
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16278D | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 49 of 52 | Abbass Sharif | JKP112 | |
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. Recommended preparation: completion of first-year M.B.A. courses. Online registration open only to graduate business and accounting majors. Duplicates credit in the former IOM 547.
- Restriction: Registration open to the following major(s): 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, Entrepreneurship and Innovation, Gerontology/Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Accounting
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16280R | 033 | Lecture | 11:00-12:20pm | Tue, Thu | 46 of 46 (54 on waitlist) | Omeed Selbe | JKP102 | | |
| 16282R | 033 | Lecture | 6:30-9:30pm | Tuesday | 17 of 45 | Omeed Selbe | OCC | |
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: This section is for MSGSCM Students Only
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16284D | 372 | Lecture | 3:00-6:00pm | Monday | 39 of 39 | Nick Vyas | ONLINE | | |
| 16285D | 033 | Lecture | 3:00-6:00pm | Monday | 37 of 37 | Nick Vyas | BRI202 | |
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: Section 16281: Special session dates. See Calendar icon below.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16281R | 640 | Lecture | 8:15-10:45am | Mon, Wed | 24 of 54 | Kyung Kyu Kim | JKP204 | PDF (373124 KB) | |
Decision making under uncertainty using real data applying the most advanced optimization, statistical and probability methods. Online registration open only to graduate business and accounting students.
- 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, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16298R | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 52 of 52 (66 on waitlist) | Paat Rusmevichientong | JKP102 | PDF (258902 KB) | |
| 16301D | 033 | Lecture | 5:00-6:20pm | Tue, Thu | 54 of 54 | Paat Rusmevichientong | JKP202 | PDF (258902 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 for Non-Business Professionals, 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16283D | 372 | Lecture | 7:00-8:30pm | Monday | 30 of 30 (4 on waitlist) | Murat Bayiz | ONLINE | | |
| 16286R | 033 | Lecture | 6:30-9:30pm | Wednesday | 51 of 52 (12 on waitlist) | Murat Bayiz | JKP104 | |
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 for Non-Business Professionals, 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: This Section is for MSGSCM Students Only
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16232D | 372 | Lecture | 9:00-12:00pm | Saturday | 38 of 38 | Tathagata Dasgupta | ONLINE | | |
| 16288R | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 51 of 54 (1 on waitlist) | Greys Sosic | JKP210 | PDF (763507 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. Open only to graduate business students. Duplicates credit in former IOM-582.
- 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 for Non-Business Professionals, Business Research, Business Taxation, Gerontology/Business Administration, Global Medicine, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Physics for Business Applications
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16289R | 033 | Lecture | 2:00-3:20pm | Mon, Wed | 48 of 48 (1 on waitlist) | Ramandeep Randhawa | JKP212 | |
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. Recommended preparation: GSBA 504b or GSBA 534. Open only to graduate business students. Duplicates credit in former IOM-583.
- Restriction: Registration open to the following major(s): 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, Physics for Business Applications, 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
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16292R | 033 | Lecture | 2:00-3:20pm | Mon, Wed | 46 of 46 (12 on waitlist) | Murat Bayiz | JKP210 | |
Application of operations management tools and techniques to improve the performance of healthcare delivery systems. May include international travel. Online registration open only to graduate business and accounting students. (Duplicates credit in former IOM 586)
- 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 Research, Business Taxation, Gerontology/Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Sustainability and Business
- Restriction: Registration open to the following class level(s): Master Student, Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16330R | 033 | Lecture | 6:30-9:30pm | Wednesday | 30 of 33 (1 on waitlist) | Sriram Dasu | HOH304 | |
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 | Yehuda Bassok, Ann Majchrzak,Dennis Wixon | 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 | 1 of 20 | Yehuda Bassok, Song-Hee Kim | 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 | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16311D | 033 | 0.5-3.0 | Lecture | TBA | TBA | 0 of 20 | Yehuda Bassok | OFFICE | | |
| 16313D | 033 | 1.5-3.5 | Lecture | TBA | TBA | 1 of 10 | Yehuda Bassok, Abbass Sharif | OFFICE | |
Supervised on-the-job business experience in the student's area of interest. (Curricular Practical Training) Graded CR/NC. Recommended preparation: completion of required M.B.A, M.Acc., or M.B.T. courses. Open only to master's business students. Duplicates credit in former IOM-595.
- Restriction: Registration open to the following major(s): Business Administration/Social Work, Business Research, Business Taxation, Finance, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, 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
- 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 | 7 of 20 | Yehuda Bassok, | | |||
| TBA | Abbass Sharif, Nick Vyas | OFFICE | |||||||
| 16315D | 415 | Lecture | TBA | TBA | 3 of 10 | Yehuda Bassok, 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 | Yehuda Bassok | 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 | 0 of 20 | Yehuda Bassok | | |||
| TBA | 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: 16237 Marketing Analytics may be applied to the Graduate Certificate in Marketing AND the Graduate Certificate in Business Analytics. 16239 Fraud Analytics may be applied to the Graduate Certificate in Business Analytics .........16320 is a Ph.D. seminar.
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| Operations Forensics | ||||||||||
| 16231R | 411 | 1.5 | Lecture | 9:30-10:50am | Mon, Wed | 16 of 40 | Leon Zhu | JKP210 | PDF (770677 KB) | |
| Marketing Analytics | ||||||||||
| 16237D | 033 | 3.0 | Lecture | 6:30-9:30pm | Monday | 39 of 40 (4 on waitlist) | Lan Luo | HOH303 | | |
| Fraud Analytics | ||||||||||
| 16239D | 033 | 3.0 | Lecture | 6:30-9:30pm | Thursday | 21 of 48 | Stephen Coggeshall | HOH1 | | |
| High-Dimensional Statistics and Big Data Problems | ||||||||||
| 16320R | 036 | 3.0 | Lecture | 11:30-2:20pm | Tuesday | 15 of 17 | Jinchi Lv | HOH706 | | |
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 | 10 of 36 | Greys Sosic | ACC205 | |
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 |
|---|---|---|---|---|---|---|---|---|---|
| 16325R | 036 | Lecture | 4:00-6:50pm | Thursday | 5 of 10 | Amy Ward | HOH506 | |