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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 | 30 of 40 | Francis Pereira | JFF LL103 |  | |
| 16215R | 001 | Lecture | 4:00-5:50pm | Wednesday | 27 of 40 | Francis Pereira | JFF LL103 | | |
| 16216R | 001 | Lecture | 6:00-7:50pm | Monday | 32 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 | 31 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16225R | 001 | Lecture | 10:00-11:50am | Mon, Wed | 22 of 32 | Ann Majchrzak | BRI202A | Word (166545 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 | 2:00-3:50pm | Mon, Wed | 13 of 32 | Ann Majchrzak | BRI202A | Word (136681 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16236R | 001 | Lecture | 4:00-5:50pm | Wednesday | 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 | 10:00-11:50am | Tue, Thu | 18 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| Deep Learning and Business Applications | ||||||||||
| 16243R | 001 | 4.0 | Lecture | 10:00-11:50am | Mon, Wed | 9 of 32 | Jinchi Lv | BRI202 | | |
| Python Programming for Business Analytics | ||||||||||
| 16244R | 001 | 4.0 | Lecture | 12:00-1:50pm | Mon, Wed | 28 of 32 | Annie Chen | 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 16303R | 033 | 3.0 | Lecture | 6:30-9:30pm | Tuesday | 46 of 56 | Lorena Martin | JKP202 | | |
| 16304R | 033 | 3.0 | Lecture | 6:30-9:30pm | Wednesday | 44 of 56 (1 on waitlist) | Richard Selby | JKP204 | |
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 | 12:30-1:50pm | Tue, Thu | 41 of 56 | Dawn Porter | JKP110 | | |
| 16306R | 415 | Lecture | 12:30-1:50pm | Tue, Thu | 53 of 56 | Dawn Porter | JKP110 | |
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 | 372 | 3.0 | Lecture | 9:00-11:50am | Saturday | 28 of 40 | Arif Ansari | ONLINE | PDF (878246 KB) | |
| 16273R | 033 | 3.0 | Lecture | 9:30-12:20pm | Thursday | 18 of 48 | Arif Ansari | JKP104 | PDF (878680 KB) | |
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 | 37 of 56 | Dawn Porter | JKP110 | |
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.
- Prerequisite: DSO 545
- Note: Section 16279 is for MBAs and other graduate students. Please be mindful of registering for the correct section for your program. Section 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 | 56 of 58 | Xin Tong | JKP210 |  | |
| 16276D | 033 | Lecture | 11:00-12:20pm | Mon, Wed | 31 of 56 | Xin Tong | JKP102 | | |
| 16279R | 033 | Lecture | 9:30-12:20pm | Tuesday | 13 of 56 | Robertas Gabrys | JKP104 | |
Application of Monte Carlo simulation to determine a range of outcomes for all possible courses of action. Application of Excel simulation.
- Corequisite: DSO 516
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Section 16308 is for MS Business Analytics students only. Section 16307 is for MBAs and other graduate students. Please be mindful of registering for the correct section for your program.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16307R | 415 | Lecture | 5:00-6:20pm | Mon, Wed | 12 of 42 | Cosimo Arnesano | JKP102 | | |
| 16308D | 415 | Lecture | 5:00-6:20pm | Mon, Wed | 9 of 10 | Cosimo Arnesano | JKP102 | |
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 | 6:30-9:30pm | Thursday | 48 of 54 | Lorena Martin | 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. 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 | 34 of 52 | Ashok Srinivasan | JKP102 | | |
| 16282D | 033 | Lecture | 6:30-9:30pm | Wednesday | Canceled | Cosimo Arnesano | | ||
| 16300R | 033 | Lecture | 6:30-9:30pm | Monday | 24 of 54 | Cosimo Arnesano | JFF236 | |
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 MS Global Supply Chain Management courses and are intended for students admitted to the MS GSCM program only. However if any seats are available as of 12/6, other students can register via USC Web Registration. If the class is full, students can submit a completed Wait List Request form to registration@marshall.usc.edu
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16284R | 372 | Lecture | 6:30-9:30pm | Wednesday | 42 of 42 | Nick Vyas | ONLINE | | |
| 16285R | 033 | Lecture | 6:30-9:30pm | Monday | 47 of 48 (6 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.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Global Supply Chain Management, Public Health/Social Entrepreneurship, Social Entrepreneurship, Marketing
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16290D | 411 | Lecture | 2:00-4:50pm | Tue, Thu | Canceled | Kyung Kyu Kim | PDF (379744 KB) | |
SQL; relational database systems; data storage; data manipulation; data aggregation.
- Restriction: Registration open to the following major(s): Accounting, Accounting (Data and Analytics), Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Global Supply Chain Management, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Public Health/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 |
|---|---|---|---|---|---|---|---|---|---|
| 16266R | 411 | Lecture | 12:30-1:50pm | Tue, Thu | 31 of 32 (19 on waitlist) | Robertas Gabrys | BRI202A | |
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/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Global Supply Chain Management, Public Health/Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Section 16267 and 16299 are MS Business Analytics core course and are for students admitted to the MS Business Analytics program only.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16267D | 411 | Lecture | 2:00-4:50pm | Tuesday | 59 of 60 (2 on waitlist) | Arsames Qajar | JKP212 | | |
| 16299D | 411 | Lecture | 6:30-9:30pm | Tuesday | 27 of 48 | Arsames Qajar | JFF236 | |
Designing and executing business strategies for sustainability (environmental, economic, social/cultural) enabled by digital technologies. Emerging market contexts; team consulting project; international travel. (Duplicates credit in the former GSBA 554.)
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Sustainability and Business, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Business Analytics, Public Health/Social Entrepreneurship, Global Supply Chain Management
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: This class requires a field trip to Copenhagen, Denmark. Additional fees apply - please check fee icon listed under "info". Course schedule for 7 select Saturdays in attached course guide. Course includes an international trip March 14-22 to Copenhagen, Denmark that includes 5 full days of company visits/lectures/briefing. Travel costs will be borne by student and are additional course expenditures that are added to course fee bill at registration time. Travel costs for 2020 are $1,800 in additional expenditures, not including round-trip airfare to Denmark. Please note that first session is on Saturday, January 25th and it is required to attend the first session to stay enrolled.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16274R | 033 | Lecture | 9:00-11:50am | Saturday | 20 of 20 | Omar El Sawy | JKP202 | Word (65041 KB) |  |
Acquire, analyze, visualize and perform natural language processing (NLP) on text data. Apply Python, machine learning packages, statistical methodology and computer code to business decision-making.
- Prerequisite: DSO 545
- Corequisite: DSO 530
- Note: Section 16342 is an MS Business Analytics course and is for students admitted to the MS Business Analytics program only.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16342D | 415 | Lecture | 6:30-9:30pm | Tuesday | 53 of 60 | Yu Chen | JFF236 | |
Fraud detection model systems; identify normal vs. outlying behavior; malicious adversaries; complex datasets; supervised and unsupervised fraud statistical models; measures of model efficacy.
- Prerequisite: DSO 545
- Corequisite: DSO 530
- Note: **Proficiency in R or Python Programing Language required for enrollment in DSO 562** Sections 16237 and 16238 are MS Business Analtyics courses and are intended for students admitted to the MSBA program only. However if any seats are available as of 12/6, other students can register via USC Web Registration. If the class is full, students can submit a completed Wait List Request form to registration@marshall.usc.edu
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16237R | 033 | Lecture | 3:30-6:20pm | Thursday | 46 of 54 | Stephen Coggeshall | JKP104 | | |
| 16238R | 033 | Lecture | 6:30-9:30pm | Thursday | 40 of 54 | Stephen Coggeshall | JKP104 | |
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/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Global Supply Chain Management, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Public Health/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 12/06/19, 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 | 11:00-12:20pm | Tue, Thu | 47 of 54 | Kalinda Ukanwa | JKP204 | PDF (82344 KB) | |
| 16544R | 033 | Lecture | 6:30-9:30pm | Tuesday | 50 of 50 (2 on waitlist) | Anthony Dukes | JKP204 | | |
| 16546R | 033 | Lecture | 2:00-3:20pm | Tue, Thu | 43 of 50 | Kalinda Ukanwa | JKP104 | PDF (82344 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, Accounting (Data and Analytics), Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, 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, Social Entrepreneurship, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Global Supply Chain Management, Public Health/Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Section 16298 and 16301 are MS Business Analytics core course and are for students admitted to the MS Business Analytics program only.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16298D | 033 | Lecture | 12:30-1:50pm | Tue, Thu | 41 of 43 | Peng Shi | JKP102 | PDF (926651 KB) | |
| 16301D | 033 | Lecture | 11:00-12:20pm | Tue, Thu | 43 of 43 | Peng Shi | JKP102 | PDF (926651 KB) | |
How companies can implement 'big data' initiatives to improve business activities. How leading companies have successfully implemented 'big data' initiatives and why some have failed.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Urban Planning, Business Administration/Real Estate Development, Business Administration/Systems Architecting and Engineering, Business Administration/Social Work, Business Research, Business Taxation, Business Analytics, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Public Health/Social Entrepreneurship, Social Entrepreneurship, Global Supply Chain Management
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Previously offered as DSO 599 Getting the Organization Ready for Big Data. Students who have taken Getting the Organization Ready for Big Data may not take DSO 574 for credit.
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16317R | 033 | Lecture | 12:30-1:50pm | Mon, Wed | 47 of 54 | Milan Miric | JKP204 | | |
| 16318R | 033 | Lecture | 6:30-9:30pm | Monday | 22 of 48 | Milan Miric | JKP104 | |
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.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, 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, Global Supply Chain Management, Medicine/Business Administration, Optimization and Supply Chain Management, Business Administration/Systems Architecting and Engineering, Business Analytics, Law/Business Taxation, Marketing, Public Health/Social Entrepreneurship, 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16283R | 033 | Lecture | 3:30-4:50pm | Mon, Wed | 52 of 52 (3 on waitlist) | Murat Bayiz | JKP104 | | |
| 16286R | 033 | Lecture | 6:30-9:30pm | Monday | 48 of 52 | Murat Bayiz | JKP210 | |
Issues in supply chain management. Supply chain performance and dynamics. Tools for planning, control and coordination. Supply chain design and strategy. Open only to business majors. Recommended preparation: GSBA 504b or GSBA 534. Duplicates credit in former IOM 581.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Fundamentals, 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, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Marketing, Public Health/Social Entrepreneurship, Social Entrepreneurship
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
- Note: Sections 16232 and 16288 are MS Global Supply Chain Management core courses and are intended for students admitted to the MS GSCM program only. However if any seats are available as of 12/6, other students can register via USC Web Registration. If the class is full, students can submit a completed Wait List Request form to registration@marshall.usc.edu
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16232R | 372 | Lecture | 6:30-9:30pm | Thursday | 39 of 42 | Bala Subramanian | ONLINE | | |
| 16288R | 033 | Lecture | 2:00-4:50pm | Thursday | 53 of 54 | Bala Subramanian | 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.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Education, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Administration/Planning, Business Research, Business Taxation, Gerontology/Business Administration, Business Administration, Global Supply Chain Management, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Optimization and Supply Chain Management, Strategy and Management Consulting
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16292R | 033 | Lecture | 2:00-3:20pm | Mon, Wed | 46 of 46 (15 on waitlist) | Murat Bayiz | JKP104 | |
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 | 23 of 33 | Sriram Dasu | ACC201 | PDF (411841 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 |
|---|---|---|---|---|---|---|---|---|---|
| 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 | 2 of 20 | Hiroshi Ochiumi | 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 | 12 of 20 | Abbass Sharif,Sriram Dasu | OFFICE | | |
| 16313D | 033 | 1.5-3.5 | Lecture | TBA | TBA | 10 of 10 | Abbass Sharif,Xin Tong | OFFICE | | |
| 16315D | 415 | 0.5-4.0 | Lecture | TBA | TBA | 6 of 20 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16221D | 415 | Lecture | TBA | TBA | 3 of 30 | Abbass Sharif | OFFICE | | |
| 16312D | 033 | Lecture | TBA | TBA | 17 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.
- Restriction: Registration open to the following major(s): Accounting, Business Administration/East Asian Area Studies, Business Administration/Industrial & Systems Engineering, Business Administration/Jewish Nonprofit Management, Business Administration/Pharmacy, Business Administration/Real Estate Development, Business Administration/Social Work, Business Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Business Administration/Urban Planning, Business Administration/Systems Architecting and Engineering, Global Supply Chain Management, Marketing, Public Health/Social Entrepreneurship, 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 16316D | 033 | 0.5-3.0 | Lecture | TBA | TBA | 2 of 20 | Murat Bayiz,Hiroshi Ochiumi | 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 Research, Business Taxation, Gerontology/Business Administration, Business Administration, Juris Doctor/Business Administration, Law/Business Taxation, Medicine/Business Administration, Marketing, Social Entrepreneurship, Business Administration/Urban Planning, Business Analytics, Global Supply Chain Management, Public Health/Social Entrepreneurship, Business Administration/Systems Architecting and Engineering
- Restriction: Registration open to the following class level(s): Doctoral Student, Master Student
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| Artificial Intelligence for Business | ||||||||||
| 16319D | 415 | 1.5 | Lecture | 2:00-4:50pm | Tuesday | 20 of 34 | Yingying Fan | JKP212 | | |
| Introduction to Python for Business Analytics | ||||||||||
| 16327R | 415 | 1.5 | Lecture | 3:30-4:50pm | Tue, Thu | 40 of 40 (1 on waitlist) | Peng Shi | JKP204 | PDF (429128 KB) | |
| Supply Chain Analytics | ||||||||||
| 16341R | 372 | 3.0 | Lecture | 5:00-6:20pm | Mon, Wed | 37 of 50 | Robert Wang | ONLINE | Word (77332 KB) | |
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 | 11 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 |
|---|---|---|---|---|---|---|---|---|---|
| 16231R | 415 | Lecture | 2:00-4:50pm | Friday | 6 of 15 | Wen Sun | HOH506 | |
Critique of the current research-based literature in operations management to include scheduling, forecasting, MRP, technology planning, inventory management, and facilities location and layout. Duplicates credit in former IOM 670.
| Section | Session | Units | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 16235R | 411 | 1.5 | Lecture | 2:00-4:50pm | Friday | 5 of 15 | Hamid Nazer-Zadeh | HOH506 | |
Introduction to Decision Analysis; MDP model formulation and examples; Finite horizon models; Infinite-horizon models: Discounted MDPs; Average reward criteria; Continuous-time models. Open only to doctoral students. Duplicates credit in former IOM-677.
- Restriction: Registration open to the following class level(s): Doctoral Student
| Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
|---|---|---|---|---|---|---|---|---|---|
| 16328R | 033 | Lecture | 2:00-4:50pm | Tuesday | 6 of 15 | Paat Rusmevichientong | ACC312 | |