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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 | 39 of 40 | Francis Pereira | JFF LL103 |  | |
| 16215R | 001 | Lecture | 4:00-5:50pm | Wednesday | 39 of 40 | Francis Pereira | JFF LL103 | | |
| 16216R | 001 | Lecture | 6:00-7:50pm | Monday | 39 of 40 | Francis Pereira | JFF LL103 | |
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 | 29 of 30 | Robertas Gabrys | BRI202A | |
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 | 31 of 32 | Richard Selby | BRI202A | |
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 |
|---|---|---|---|---|---|---|---|---|---|
| 16241R | 001 | Lecture | 12:00-1:50pm | Tue, Thu | 23 of 36 | Bala Subramanian | JFF328 |  |
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 |
|---|---|---|---|---|---|---|---|---|---|---|
| Essentials of Business Data Analysis Using R | ||||||||||
| 16242R | 415 | 2.0 | Lecture | 10:00-11:50am | Tue, Thu | 37 of 40 | Inga Maslova | BRI202 | | |
| Deep Learning and Business Applications | ||||||||||
| 16243R | 001 | 4.0 | Lecture | 10:00-11:50am | Mon, Wed | 32 of 40 | Jinchi Lv | BRI202 | | |
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, Gerontology/Business Administration, Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Accounting (Data and Analytics)
- 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 | 57 of 57 (30 on waitlist) | Richard Selby | JKP202 | |
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 |
|---|---|---|---|---|---|---|---|---|---|
| 16305R | 411 | Lecture | 2:00-3:20pm | Mon, Wed | 46 of 54 | Dawn Porter | JKP112 | | |
| 16306R | 411 | Lecture | 12:30-1:50pm | Mon, Wed | 53 of 54 | Dawn Porter | JKP112 | |
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. Web registration open only to graduate business and accounting students. Duplicates credit in former IOM 522. Recommended preparation: GSBA 506ab or GSBA 524 or (GSBA 516 and GSBA 545).
- 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, Accounting (Data and Analytics)
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16270R | 033 | 3.0 | Lecture | 9:30-12:20pm | Tuesday | 30 of 32 | Robertas Gabrys | BRI202A | |
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.
- 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 Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Accounting (Data and Analytics), Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16272R | 033 | 3.0 | Lecture | 9:00-11:50am | Saturday | 35 of 45 | Arif Ansari | ONLINE | |
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 | 24 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, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Optimization and Supply Chain Management, Social Entrepreneurship, Accounting (Data and Analytics)
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Sections 16275 and 16276 are for MS Business Analytics Students ONLY.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16275D | 033 | Lecture | 6:30-9:30pm | Wednesday | 52 of 52 (3 on waitlist) | Xin Tong | JKP102 |   | |
| 16276D | 033 | Lecture | 11:00-12:20pm | Mon, Wed | 44 of 44 | Xin Tong | JKP210 | |
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, Social Entrepreneurship, Accounting (Data and Analytics), Global Supply Chain Management
- 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 | 2:00-4:50pm | Thursday | 54 of 54 (18 on waitlist) | Abbass Sharif | JKP212 | | |
| 16279R | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 40 of 40 (3 on waitlist) | Robertas Gabrys | BRI202 | |
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, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Optimization and Supply Chain Management, Social Entrepreneurship, Accounting (Data and Analytics), Entrepreneurship and Innovation
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16281R | 033 | Lecture | 3:30-4:50pm | Mon, Wed | 72 of 78 | Hiroshi Ochiumi | JKP212 | | |
| 16282R | 033 | Lecture | 6:30-9:30pm | Tuesday | 26 of 54 | Ashok Srinivasan | ACC310 | | |
| 16300R | 033 | Lecture | 5:00-6:20pm | Mon, Wed | 24 of 54 | Ashok Srinivasan | JKP102 | |
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: Sections 16284 and 16285 are for MS Global Supply Chain Management students only. Sections 16293 and 16294 are for other Marshall graduate students. Please be mindful of registering for the correct section for your program.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16284D | 372 | Lecture | 6:30-9:30pm | Wednesday | 38 of 39 | Nick Vyas | ONLINE | | |
| 16285D | 033 | Lecture | 6:30-9:30pm | Monday | 47 of 47 | Nick Vyas | JKP110 | | |
| 16293R | 372 | Lecture | 6:30-9:30pm | Wednesday | 8 of 10 (3 on waitlist) | Nick Vyas | ONLINE | | |
| 16294R | 033 | Lecture | 6:30-9:30pm | Monday | 13 of 15 (9 on waitlist) | 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
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16290R | 411 | Lecture | 2:00-4:50pm | Tue, Thu | 41 of 54 | Kyung Kyu Kim | JKP204 | PDF (497267 KB) | |
NoSQL; semi-structured and unstructured databases; data storage; data manipulation; distributed databases.
- Prerequisite: DSO 552
- Restriction: Registration open to the following major(s): Accounting, Accounting (Data and Analytics), 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
- Note: Sections 16267 and 16299 are MS Business Analtyics coure courses, and are intended for students admitted to the MS Business Analtyics Program only. However if any seats are available as of 11/28/18, 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16267R | 411 | Lecture | 2:00-4:50pm | Tuesday | 50 of 50 (7 on waitlist) | Arsames Qajar | JKP212 | | |
| 16299R | 411 | Lecture | 6:30-9:30pm | Tuesday | 41 of 41 | Arsames Qajar | JKP102 | |
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
- Note: Recommended Preparation for DSO 562: Proficiency in R or Python Programing Language
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16237R | 033 | Lecture | 3:30-6:20pm | Thursday | 46 of 56 | Stephen Coggeshall | JKP104 | | |
| 16238R | 033 | Lecture | 6:30-9:30pm | Thursday | 54 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 16544 is a MS Marketing core course, and is intended for students admitted to the MS Marketing program only. However, if any seats available as of 11/28/18, 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 | 43 of 54 | Anthony Dukes | JKP112 | PDF (175689 KB) | |
| 16544R | 033 | Lecture | 6:30-9:30pm | Tuesday | 54 of 54 (7 on waitlist) | Anthony Dukes | JKP204 | PDF (175689 KB) | |
| 16546R | 033 | Lecture | 5:00-6:20pm | Mon, Wed | 44 of 50 | Anthony Dukes | JKP110 | PDF (175689 KB) | |
Decision making under uncertainty using real data applying the most advanced optimization, statistical and probability methods. Duplicates credit in former IOM 570.
- 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, Accounting (Data and Analytics), Social Entrepreneurship, Optimization and Supply Chain Management
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Section 16298 and 16301 are for MS Business Analytics Students ONLY.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16298D | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 52 of 52 | Peng Shi | JKP110 | PDF (694547 KB) | |
| 16301D | 033 | Lecture | 5:00-6:20pm | Tue, Thu | 43 of 45 | Peng Shi | JKP102 | PDF (694547 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 | 47 of 45 | Murat Bayiz | JKP102 | | |
| 16286R | 033 | Lecture | 6:30-9:30pm | Wednesday | 56 of 57 (2 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: Sections 16232 and 16288 are for MS Global Supply Chain students ONLY.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16232D | 372 | Lecture | 6:30-9:30pm | Tuesday | 38 of 40 | Bala Subramanian | ONLINE | | |
| 16288D | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 48 of 48 | Greys Sosic | JKP210 | PDF (276727 KB) | |
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 | 42 of 42 (2 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, Global Supply Chain Management
- 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 | 34 of 34 (1 on waitlist) | 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 | 0 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 | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16221D | 415 | 0.5-4.0 | Lecture | TBA | TBA | 0 of 20 | OFFICE | | ||
| 16311D | 033 | 0.5-3.0 | Lecture | TBA | TBA | 14 of 20 | Abbass Sharif,Robertas Gabrys, Steven Mednick,Leon Zhu,Sriram Dasu | OFFICE | | |
| 16313D | 033 | 1.5-3.5 | Lecture | TBA | TBA | 2 of 10 | Abbass Sharif | 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16228D | 415 | Lecture | TBA | TBA | 0 of 30 | OFFICE | | ||
| 16312D | 033 | Lecture | TBA | TBA | 23 of 30 | 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 | Sriram Dasu | OFFICE | |
Selected topics reflecting current trends and recent developments in data sciences, operations management, supply chain management and/or decision support systems.
- 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 Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Business Research, Marketing, Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| Getting the Organization Ready for Big Data | ||||||||||
| 16317R | 033 | 3.0 | Lecture | 3:30-4:50pm | Mon, Wed | 52 of 52 | Milan Miric | JKP102 | | |
| Getting the Organization Ready for Big Data | ||||||||||
| 16318R | 033 | 3.0 | Lecture | 6:30-9:30pm | Monday | 48 of 49 | Milan Miric | JFF239 | | |
| Artificial Intelligence for Business | ||||||||||
| 16319D | 415 | 1.5 | Lecture | 2:00-4:50pm | Tuesday | 33 of 54 | Yingying Fan | JKP212 | | |
| Introduction to Python for Business Analytics | ||||||||||
| 16327R | 411 | 1.5 | Lecture | 11:00-12:20pm | Tue, Thu | 42 of 44 | Peng Shi | JKP102 | PDF (506277 KB) | |
| Text Analytics and Natural Language Processing | ||||||||||
| 16340R | 415 | 1.5 | Lecture | 6:30-9:30pm | Tuesday | 54 of 54 (15 on waitlist) | JKP102 | | ||
| Supply Chain Analytics | ||||||||||
| 16341R | 372 | 3.0 | Lecture | 5:00-6:20pm | Mon, Wed | 41 of 45 | Robert Wang | ONLINE | | |
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 | 033 | Lecture | 1:00-3:50pm | Monday | 6 of 15 | Jinchi Lv | HOH114 | |
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 | 033 | Lecture | 2:00-4:50pm | Friday | 9 of 15 | Wen Sun | HOH506 | |
Exploration of emerging topics, literature and research techniques in contemporary data sciences, operations management, supply chain management, and/or decision support systems.
- Restriction: Registration open to the following class level(s): Doctoral Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| Statistical Learning Theory | ||||||||||
| 16332R | 033 | 3.0 | Lecture | 5:00-7:50pm | Monday | 14 of 15 | Jason Lee | HOH114 | | |