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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 |
|---|---|---|---|---|---|---|---|---|---|
| 16212R | 001 | Lecture | 10:00-11:50am | Tuesday | 31 of 32 | Francis Pereira | BRI202A |  | |
| 16214R | 001 | Lecture | 2:00-3:50pm | Monday | 30 of 42 | Francis Pereira | JFF LL103 | | |
| 16215R | 001 | Lecture | 4:00-5:50pm | Monday | 31 of 42 | Francis Pereira | JFF LL103 | | |
| 16218R | 001 | Lecture | 4:00-5:50pm | Wednesday | 29 of 42 | Francis Pereira | JFF LL103 | | |
| 16219R | 001 | Lecture | 6:00-7:50pm | Wednesday | 19 of 42 | Francis Pereira | JFF LL103 | |
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 | 4:00-5:50pm | Tue, Thu | 31 of 32 | Bala Subramanian | BRI202A |  |
An overview of key concepts of big data and related digital technologies and their applications to different business problems. Hands-on experience at introductory level.
- Note: The course will offer an overview of key concepts of big data and related digital technologies and provide hands-on experiences at introductory level so students from different backgrounds WITH NO PRIOR EXPERIENCE ON DATA AND TECHNOLOGIES would know how to work with big data in a real firm using state-of-the-art digital tools (Google Analytics, Tableau, Hadoop, Data Miner). The course will also prepare students for a range of data related jobs (marketing, finance, entrepreneurship, management).
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16224R | 001 | Lecture | 4:00-5:50pm | Tue, Thu | 48 of 48 | Tianshu Sun | JFF LL103 | PDF (341267 KB) |  |
| 16226R | 001 | Lecture | 6:00-7:50pm | Tue, Thu | 42 of 48 | Tianshu Sun | JFF LL103 | PDF (341267 KB) | |
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 | 31 of 32 | Ann Majchrzak | BRI202A | |
Management of enterprise data architecture including data structures, conceptual data modeling, logical data modeling, structured query language (SQL), and physical optimization of high performance data architecture. Duplicates credit in former IOM 435.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16230R | 001 | Lecture | 2:00-3:50pm | Tue, Thu | 31 of 32 | Douglas Shook | BRI202A | PDF (553242 KB) | |
Topics related to project management in a variety of industries such as real estate projects, new product launch, plant location, etc. Duplicates credit in former IOM-455.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16236R | 001 | Lecture | 10:00-11:50am | Tue, Thu | 46 of 46 | Murat Bayiz | JFF322 | |
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 | 10:00-11:50am | Mon, Wed | 13 of 54 | Bala Subramanian | ACC310 | |
Sustainability concepts and frameworks, design for environment, closed-loop supply chains, sustainability in sourcing, green facilities, renewable energy, facility location and transportation decisions, strategic sustainability implementation. Web registration open only to graduate business and accounting students. Duplicates credit in the former IOM 505.
- 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, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Sustainability and Business
- Restriction: Registration open to the following class level(s): Master Student, Professional Year 1, Doctoral Student
- Note: Section 16296 RESTRICTED TO MSGSCM STUDENTS ONLY
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16296D | 175 | Lecture | 5:00-8:00pm | Wednesday | 32 of 40 | Greys Sosic | ONLINE | PDF (860552 KB) | |
| 16298R | 411 | Lecture | 5:00-8:00pm | Wednesday | 26 of 40 | Greys Sosic | BRI202 | PDF (860552 KB) | |
Factors to consider when making sourcing decisions (costs, prices, ethics, globalization); Impact of sourcing on other activities such as product design or inventory management. Open only to graduate business students. Duplicates credit in former IOM 506.
- 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, 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, Sustainability and Business
- Restriction: Registration open to the following class level(s): Master Student, Professional Year 1, Doctoral Student
- Note: Section 16297 RESTRICTED TO MSGSCM STUDENTS ONLY
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16297D | 277 | Lecture | 5:00-8:00pm | Wednesday | 32 of 40 | Greys Sosic | ONLINE | PDF (218307 KB) | |
| 16299R | 415 | Lecture | 5:00-8:00pm | Wednesday | 33 of 40 | Greys Sosic | BRI202 | PDF (218307 KB) | |
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
- Note: Section 16301 and 16305: MS BUSINESS ANALYTICS STUDENTS ONLY
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16301D | 033 | 1.5 | Lecture | 6:30-7:50pm | Thursday | 47 of 48 | Richard Selby | JFF236 | | |
| 16305D | 033 | 1.5 | Lecture | 5:00-6:20pm | Thursday | 50 of 50 | Richard Selby | JKP212 | | |
| 16306R | 033 | 3.0 | Lecture | 6:30-9:30pm | Tuesday | 49 of 52 | Richard Selby | ACC310 | |
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
- Note: This section is for Marshall MBA students and non-business students (through application) only. MSBUAN Students should enroll in section 16273.
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16270R | 033 | 3.0 | Lecture | 6:30-9:30pm | Wednesday | 18 of 20 | Robertas Gabrys | JFF241 | | |
| 16273D | 033 | 3.0 | Lecture | 6:30-9:30pm | Wednesday | 26 of 28 | Robertas Gabrys | JFF241 | |
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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 16271R | 033 | 3.0 | Lecture | 6:30-9:30pm | Thursday | 38 of 50 | Arif Ansari | JKP204 | |
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
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16272R | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 35 of 54 | Robertas Gabrys | ACC310 | |
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
- Note: Section 16274 and 16275 for MS Business Analytics Students Only
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16274D | 033 | Lecture | 6:30-9:30pm | Monday | 53 of 53 | Abbass Sharif | JKP204 |  | |
| 16275D | 033 | Lecture | 6:30-9:30pm | Wednesday | 40 of 40 | Abbass Sharif | JKP204 | |
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
- Note: Section 16276 MSBUAN STUDENTS ONLY; Section 16278 and 16280 MSGSCM STUDENTS ONLY
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16276D | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 45 of 45 | Omeed Selbe | JKP212 | | |
| 16278D | 372 | Lecture | 9:00-12:00pm | Saturday | 41 of 41 | Tathagata Dasgupta | ONLINE | | |
| 16280D | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 49 of 50 | Omeed Selbe | JKP212 | | |
| 16282R | 033 | Lecture | 6:30-9:30pm | Tuesday | 47 of 48 (24 on waitlist) | Omeed Selbe | JKP112 | |
Managing Business models in digital platform ecosystems; designing new products and services for digital platforms; establishing digital platform leadership; assessing emerging niches in digital spaces.
- 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 Fundamentals, Business Research, Business Taxation, 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, Graduate Visitor, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16185R | 033 | Lecture | 3:30-6:20pm | Thursday | 36 of 41 | Omar El Sawy | BRI202 | Word (68088 KB) | |
Study of global logistics infrastructures - water, rail, road, and air - through readings, team research and presentation, international site visits, and final written report. Open only to Global Supply Chain Management majors. Duplicates credit in former IOM 557a.
- Restriction: Registration open to the following major(s): Global Supply Chain Management
- Note: DSO 557A is restricted to MSGSCM students only. No exceptions.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16283D | 033 | Lecture | 5:00-6:20pm | Tuesday | 47 of 50 | Nick Vyas | JKP112 | | |
| 16284D | 372 | Lecture | 5:00-6:20pm | Tuesday | 36 of 41 | Nick Vyas | ONLINE | |
The influence of value-added services and regulatory issues on suppliers and supply chains. Readings, team research and presentation, site visits (LA), and final written report. Open only to Global Supply Chain Management majors. Duplicates credit in former IOM 557b.
- Prerequisite: 1 from (DSO 557a or IOM 557a)
- Restriction: Registration open to the following major(s): Global Supply Chain Management
- Note: DSO 557b is for MSGSCM students Only.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16289D | 943 | Lecture | 5:00-6:30pm | Monday | 43 of 45 | Nick Vyas | ONLINE | | |
| 16290D | 574 | Lecture | 5:00-6:30pm | Monday | 34 of 41 | Nick Vyas | |
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: Duplicates credit in the former DSO 566. Section 16547: MS in Business Analytics students only.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16546R | 033 | Lecture | 2:00-3:20pm | Mon, Wed | 56 of 56 (4 on waitlist) | Lan Luo | JKP104 | PDF (211208 KB) | |
| 16547D | 033 | Lecture | 6:30-9:30pm | Wednesday | 56 of 56 (5 on waitlist) | Lan Luo | JKP104 | PDF (211208 KB) | |
Advanced applications of data analytics in dynamic strategy formulation and execution; analytics and business methods for data connected enterprises to continuously enhance their competitive advantage.
- 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: This section is for Marshall MBA students and non-business students (through applications) only. MSBUAN students should enroll in sections 16307 or 16309.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16304R | 033 | Lecture | 6:30-9:30pm | Tuesday | 19 of 23 | Saeed Mohasseb | JKP204 | | |
| 16307D | 033 | Lecture | 6:30-9:30pm | Monday | 38 of 48 | Saeed Mohasseb | JFF416 | | |
| 16309D | 033 | Lecture | 6:30-9:30pm | Tuesday | 23 of 25 | Saeed Mohasseb | JKP204 | |
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 |
|---|---|---|---|---|---|---|---|---|---|
| 16286R | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 49 of 49 | 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
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16288R | 033 | Lecture | 6:30-9:30pm | Thursday | 34 of 78 | Greys Sosic | JKP210 | PDF (925955 KB) | |
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 |
|---|---|---|---|---|---|---|---|---|---|
| 16308D | 033 | Lecture | TBA | TBA | 1 of 15 | Xin Tong | 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 | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16310D | 033 | Lecture | TBA | TBA | 0 of 15 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16312D | 033 | Lecture | TBA | TBA | 3 of 15 | Sriram Dasu | 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
- Note: Recommended Preparation: completion of required MBA, MSGSCM, or MS-BUAN courses.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16314D | 033 | Lecture | TBA | TBA | 41 of 40 | Abbass Sharif,Nick Vyas | OFFICE | | |
| 16324D | 078 | Lecture | TBA | TBA | 2 of 20 | OFFICE | | ||
| 16326D | 415 | Lecture | TBA | TBA | 0 of 20 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16316D | 033 | Lecture | TBA | TBA | 0 of 15 | 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 | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16318D | 033 | Lecture | TBA | TBA | 0 of 15 | 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
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| R and Python for Business Analytics | ||||||||||
| 16300R | 175 | 1.5 | Lecture | 5:00-6:20pm | Wednesday | 19 of 40 | Inga Maslova | ONLINE | PDF (170803 KB) | |
| Healthcare Analytics | ||||||||||
| 16302D | 411 | 1.5 | Lecture | 1:00-3:50pm | Thursday | 27 of 48 | P Elizabeth Amini | ACC201 | | |
| Game Data Analytics | ||||||||||
| 16303D | 415 | 1.5 | Lecture | 1:00-3:50pm | Thursday | 41 of 48 | P Elizabeth Amini | ACC201 | | |
| Digital Foundations for Business Innovation | ||||||||||
| 16317R | 411 | 1.5 | Lecture | 5:00-7:50pm | Thursday | 23 of 24 | Vivek Sharma | ACC310 | PDF (299701 KB) | |
| Information Design | ||||||||||
| 16319D | 033 | 3.0 | Lecture | 3:30-6:20pm | Monday | 8 of 20 | Andrew Kutchera | BRI8 | | |
| Digital Analytics Strategy | ||||||||||
| 16320D | 415 | 1.5 | Lecture | 3:30-6:20pm | Wednesday | 26 of 48 | JKP104 | | ||
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 15 | Greys Sosic | HOH506 | |
Single product, single location inventory models; multi-echelon inventory models; assembly systems; inventory and pricing; value of information; incentives and coordination in supply chains. Open only to doctoral students. Duplicates credit in former IOM 671.
- Restriction: Registration open to the following class level(s): Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16337R | 036 | Lecture | 2:00-4:50pm | Monday | 5 of 12 | Leon Zhu | HOH506 | |