nu-registrar@northwestern.edu. Analytical thinkers/leaders will be challenged to spend more time with innovation and creativity, while creative thinkers/leaders will be presented with opportunities to engage in analytical problem-solving. Introduction to nonlinear mathematical optimization with applications in data science. principles and newer, emerging technologies. Flexibility Credit dependent on topic and length of course. MEM STEM degree's CIP code is 15.1501. The lecture is now a yearly event. Prerequisites: CIV_ENV205-0 and IEMS303-0. Meet our award-winning faculty, including several national academy members. IEMS399-0 Independent Study in Industrial Engineering (1 Unit) Covers computational tools and applications including supply chains, revenue management, energy, portfolio theory, options pricing, risk management, healthcare, statistics and engineering design. Application of psychological principles relating to human dynamics, motivation, teams, power, and organizational culture. For individuals interested in learning how to get a job in product management, our class teaches all the competencies and terminology while taking students through an action learning product process that will prepare them to be successful in future interviews and at a company as a PM.. Please choose part-time or full-time option (or both). IEMS395-0 Special Topics in Industrial Engineering (1 Unit). Northwestern's industrial engineering students graduate with the skills needed to create, design, analyze, and improve the operation of complex organizational systems, e.g., financial systems, information systems, production systems, logistics, and transportation. IEMS317-0 Discrete Event Systems Simulation (1 Unit). Northwestern University: Higher Learning Commission: 2015: 10 Years: 2025: Weinberg College of Arts & Sciences . nu-registrar@northwestern.edu. IEMS201-0 Introduction to Statistics (1 Unit) Social Behavioral Sciences Distro Area, IEMS373-0 Intro to Financial Engineering (1 Unit). Access an attorney for a variety of legal issues. Prerequisites: IEMS201-0 or IEMS202-0; GEN_ENG205-1 or MATH240-0. Open-ended client projects involving application of operations research techniques to complex data analysis and decision problems. Exploration of service industries: cost-reduction and service-enhancement models, location planning, workforce scheduling, yield management, queuing analysis, and call-center management. Engage directly with industry through project work, site visits, social events, guest lecturers and optional internships. Contact Us Maps & Directions Campuses . The theoretical foundation and the fundamental algorithms for nonlinear optimization are studied and applied to supervised learning models, including nonlinear regression, logistic regression, and deep neural networks. Prerequisites: IEMS202-0; IEMS310-0 or IEMS313-0. May not be taken for credit with or after STAT320-1. Prerequisites: IEMS401-0 or equivalent (i.e. Prerequisites: IEMS481-0 and IEMS482-0. Our graduates are prepared for a variety of careers in industry, government, and academia. Mini-projects, exams, and computer labs. Large-scale, open-ended team projects from selected fields of industrial engineering. MSIT provides an intensive and unique curriculum across three fundamental areas: communication systems and networks, computing systems engineering, and business and management principles. Students define projects, design field studies and pilot tests of data collection instruments, and present results. Forecasting, operations, and optimization of health resources. IEMS450-2 Mathematical Optimization II (1 Unit). Please note that applicants who attend a MEM Information Session will have their application fee waived. Watch the recorded information session here. 847-491-4394 Degree Requirements The following requirements are in addition to, or further elaborate upon, those requirements outlined in The Graduate School Policy Guide. Fundamental systems models and concepts, modeling, and selected decision-making approaches. The program prepares students for research-based careers in industry, academia, non-profit, and government. But doctoral students in these fields are seldom exposed to these situations before entering academia or industry. Covers practical algorithms. If you intend to waive the English Proficiency requirement due to holding a degree from an institution where English is the primary language of instruction, your transcript must indicate this. IEMS435-0 Stochastic Simulation (1 Unit). Office of the Registrar. Prerequisites: IEMS202-0 or equivalent; COMP_SCI150-0 or equivalent. Case studies, homework, and exams. Efficient algorithmic methods and use of computer modeling languages and systems. Bernoulli processes, Poisson processes, Markov chains, Markov processes, renewal theory, regenerative process, and queuing models. IEMS445-0 Decision and Risk Analysis (1 Unit). One of 10 fellows in this years class, Contractor was recognized for his significant contributions to the science and practice of management.Read more, Charlotte Oxnam earned the $150,000 prize for her companys plus-size shopping app.Read more, IEMS student Max Rothfeder applies logistics to NNN broadcasts, producing shows, reporting stories, and providing live election analysis.Read more. Explore other special programs, minors, and certificates, Explore the majors and minors offered by the department, As Director of the Center for Deep Learning, I lead large projects developing models and software for deep learning that engage many PhD students and post-docs., Our Center for Optimization and Statistical Learning integrates and nurtures two core research areas of the department: optimization and statistical learning. Whether technical or business subjects, MEM courses are taught in terms applicable to an engineer's background and the experiential diversity of the student's backgrounds fosters deep discussions. Formulation and solution of applicable optimization models, including linear, integer, nonlinear, and network problems. IEMS444-1 Healthcare Management Science (1 Unit). North Campus Parking Garage Northwestern University 2311 Campus Drive Office Suite 1400 (First Floor) Evanston, IL 60208 Phone: 847-491-2281 Email the program, Master of Engineering ManagementNorthwestern University2311 N Campus DriveSuite 1400Evanston, IL 60208, Master of Engineering ManagementMcCormick School of Engineering, Northwestern University Courses - Find 177 programs of Northwestern University, tuition fees along with course duration, eligibility, and more. IEMS393-2 Industrial Engineering Design Project (1 Unit) Leaders who shape the future of industrial engineering. The program offers students the opportunity to use skills in computing, mathematical analysis and modeling, and economics to produce research that helps to improve the efficiency, quality, and the potential of organizations to fulfill their missions. IEMS443-0 Health Policy Modeling (1 Unit). Areas of specialization include Analytics, Stochastic Analysis & Simulation, Optimization, Financial Engineering, Logistics & Operations, Healthcare Engineering, Applied Statistics &. Taught with IEMS325-0; may not receive credit for both courses. Throughout all of the simulations integrative and distributive strategies are emphasized that can be applied across a variety of contexts. Mini-projects, exams, and computer labs. Beginner doubts. 2023 Robert R. McCormick School of Engineering and Applied Science, Northwestern University. Enrollment Requirements: Reserved for Masters of Engineering Management Students or by permission from MEM. . Filter online programs by personal interests or Northwestern school. IEMS490-0 Selected Topics in IE (1 Unit), IEMS496-0 Graduate Topics in Industrial Engineering (0-1 Unit). IEMS385-0 Introduction to Health Systems Management (1 Unit). The program offers students the opportunity to use skills in computing, mathematical analysis and modeling, and economics to produce research that helps to improve the efficiency, quality, and the potential of organizations to fulfill their missions. Transcend the boundaries of disciplines and learn to reframe problems to discover innovative ideas and solutions. Prerequisites: IEMS303-0 and COMP_SCI150-0 or equivalents. The Robert R. M c Cormick School of Engineering and Applied Science faculty and staff are located in a connected complex of buildings on the Evanston campus. Statistical Learning, and Management Science. The use of social network analysis to understand the growing connectivity and complexity in the world around us on different scales, ranging from small groups to the World Wide Web. Prerequisites: IEMS313-0, IEMS315-0, concurrent enrollment in IEMS317-0, and senior standing. 20: Engineering Management, 21: Engineering Management, 20: Marketing Issues for Engineers, 20: Decision Tools for Managers, 21: Decision Tools for Managers, 20: Computer Simulation for Risk and Operations Analysis, 21: Computer Simulation for Risk and Operations Analysis, 20: Business Process Change, 21: Business Process Change, 20: Technical Entrepreneurship Inside and Outside the Company, 21: Technical Entrepreneurship Inside and Outside the Company, 20: Negotiations for Engineers, 21: Negotiations for Engineers, 20: Product Management - Special Topics in Engineering Management. Case studies include text classification, image and speech recognition, and recommender systems. Phone number (847) 491-5234. Phone number (847) 491-5234. Optimization with uncertain variables or parameters to find solutions that are both optimal and immune to uncertainties. This course is a collection of decision models with applications in operations management, economics, supply chains, and revenue management. PDF of the 2022-2023 Undergraduate Catalog. Established in 1958, our department bridges engineering and management and has been consistently ranked among the top industrial engineering departments in the country. Advancing the growing field of data analytics. International Institute for Nanotechnology, Master of Product Design and Development Management (mpd), Master of Science in Artificial Intelligence, Master of Science in Engineering Design Innovation, Master of Science in Information Technology, Northwestern Center for Engineering Education Research, Northwestern Institute on Complex Systems (NICO), Administration, Finance, Facilities, & Planning. Due to COVID-19 we are offering our classes in hybrid (with in-person and remote components) and fully remote formats, depending on the course, but prospective students should not apply to this program looking for a fully remote/online experience. 2023 Robert R. McCormick School of Engineering and Applied Science, Northwestern University. Zdenek P. Baant, Jia-Liang Le, and Marco Salviato. A completed application requires a $50 application fee payable in US funds. Management for Scientists and Engineers June 13 - August 1, 2023 - Kellogg Global Hub Watch the recorded information session here. Fee waiver instructions are provided at the end of information sessions. Find procedural information if you wish to change your status, either as a leave of absence, a withdrawal, or a readmission. IEMS365-0 Analytics for Social Good (1 Unit) M c Cormick School of Engineering PhD Hooding and Master's Degree Recognition Ceremony. Segal Design Institute. Online sessions are available. MEM degree students may attain optional concentrations by choosing 3-4 courses within these categories: MEM does not currently offer any grants or teaching assistantships. Prerequisite: 1 course in accounting or finance such as CIV_ENV205-0 or ENTREP330-1. First Quarter: Introduction to production/logistics including: multi-objective, stochastic and dynamic facility location problems, multi-echelon and multi-item inventory models and heuristic, approximate and exact vehicle routing algorithms. In 2019, Northwestern Engineering held a daylong symposium . This helps us verify your scores quickly, should there be any delay in receiving the official report. Interdisciplinary Programs. However, McCormick's Combined BS/MS Program allows undergraduates to simultaneously pursue a bachelor's degree (BS) in industrial engineering and a master's degree (MS) from another engineering department. A number of leadership theories and ways of leading will be examined including creative and agile leadership. Sign up to download the MEM program guide. IEMS460-1 Stochastic Processes I (1 Unit). Principles of experimental design and their application to the analysis of standard designs including one-way layout, block designs, factorial/fractional factorial experiments, random/mixed effect models, nested/split-plot designs. IEMS351-0 Optimization Methods in Data Science (1 Unit). Creators. Prerequisites: IEMS202-0, IEMS303-0, IEMS304-0, IEMS313-0, IEMS315-0, and IEMS317-0. Students write their own implementation of the algorithms in the Python programming language and explore their performance on realistic data sets. Use the links below to access admissions instructions and deadlines. Optimization under uncertainty, including modeling and applications; exact optimization methods; deterministic approximation and bounding techniques; and Monte Carlo sampling-based approximations. Students learn the basics ofmanagement, quantitative analysis, and behavioral science and choose advanced engineering electives in their area of specialization. Our rigorous yet empathetic academic environment provides a robust mixture of theory and practice, with an emphasis on top-tier research, new knowledge, creative expression and practical application. IEMS473-2 Financial Engineering II (1 Unit). IEMS373-0 Intro to Financial Engineering (1 Unit). Tuition costs change on a yearly basis. Find information about ways to get around, including the CTA's U-Pass program. However, a complete application should include an e-copy of your score report. Fee waiver instructions are provided at the end of information sessions. Our program does not recognize Duolingo as an acceptable English proficiency indicator. Linear programming formulation, simplex algorithm, optimality conditions, duality, sensitivity analysis, robust optimization, network flow, discrete optimization, Lagrangian method. The use of social network analysis to understand the growing connectivity and complexity in the world around us on different scales, ranging from small groups to the World Wide Web. Northwestern Engineering Dean's Reception. Please note that applicants who attend a MEM Information Session will have their application fee waived. In preparation for future careers, students take full advantage of the additional academic, business, and leadership programs available at Northwestern: a minor in computer science or economics, the Kellogg Certificate Program for Undergraduates, study abroad, and the co-op program. Learn about the requirements for applicants, deadlines and more. Applicants whose native language is not English must certify their proficiency in the English language by taking the Test of English as a Foreign Language (TOEFL) or International English Language Testing System (IELTS), or by holding an undergraduate degree from an institution where English is the primary language of instruction. Queueing networks, the single-server queue, heavy-traffic approximations for the G/G/1 queue. Access resources for graduate student parents. No, only the admissions committee can make that decision. The proposed costs for the Academic Year. Students may pursue an optional concentration using technical electives and other courses from one or more of the following areas: management science, healthcare and humanitarian logistics, entrepreneurship, mathematical sciences/graduate preparation, statistics and data analytics, and production and logistics. Northwestern is a comprehensive research university that is deeply interdisciplinary across multiple schools and units. Written and oral reports. Our department centers including the Center for Optimization and Statistical Learning, the Center for Engineering and Health, and the Center for Deep Learning cross disciplines and advance technology to help solve problems across fields. Familiarize yourself with the basics of graduate funding at Northwestern, including requirements and options. Our department offers undergraduate (BS), graduate (PhD), and professional masters (MS) degree programs. In addition students explore the role of agents and third parties in the managing conflict. This course will expose students to a business laboratory environment. All application fees are paid through the application system. When: Sunday, June 11, 2023. See requirements and tips for graduate, teaching, and research assistantships. Lectures, guest speakers, and exams. See a list of all academic departments and professional programs. No. nu-registrar@northwestern.edu. Prerequisites: IEMS202-0, IEMS303-0 and IEMS313-0 (or equivalent) and computer programming. Business courses (30 percent) in finance, marketing, and management provide a framework for students to understand how to translate their technology ideas into practical business solutions. Faculty is drawn from multiple Northwestern schools and augmented with leading industry professionals who bring current trends and challenges to the clasroom. Learn about our program, faculty, and admission process. "What Steve meant to Northwestern Engineering and to the fluid dynamics community cannot be summed up into words," says Kellogg School of Management Northwestern University 2211 Campus Drive Evanston, IL 60208 847.491.3300. Personal copies are not considered official, nor are "attested" or notarized copies. Engineering Village Comprehensive interdisciplinary engineering database referencing 5,000 engineering journals and conference materials dating from 1884. 490-0 Special Topics in Engineering Management. Introduction to probability theory and its applications. We provide decision-support tools through data science, optimization, simulation, logistics, and financial engineering. View our growth and timeline since the school was established in 1909. Open-ended client projects involving application of operations research techniques to complex data analysis and decision problems. Homework, labs, and project. Industrial Engineering and Management Sciences PhD, Dual Degree for Northwestern Undergraduates (BS/BA-MSL Program), Student Expectations and COVID-19 Code of Conduct, Northwestern Universitys Rules and Regulations of Student Conduct, General University Rules and Regulations of Student Conduct, SPS Rules and Regulations of Student Conduct, Undergraduate Academic Policies and Procedures, Undergraduate Registration Requirements (URR), Graduate Academic Policies and Procedures, Data Science, MS Analytics and Modeling Specialization, Data Science, MS Analytics Management Specialization, Data Science, MS Artificial Intelligence Specialization, Data Science, MS Data Engineering Specialization, Data Science, MS Technology Entrepreneurship Specialization, Health Informatics, MS Clinical Informatics Specialization, Health Informatics, MS Health Administration Informatics Specialization, Health Informatics, MS Health Technology Informatics Specialization, Information Design and Strategy, MS Communication with Data Specialization, Information Design and Strategy, MS Content Strategy Specialization, Information Design and Strategy, MS Learning Design Specialization, Information Design and Strategy, MS UX/UI Specialization, Information Systems, MS Artificial Intelligence Specialization, Information Systems, MS Data Science Specialization, Information Systems, MS Database and Internet Technologies Specialization, Information Systems, MS Health Informatics Specialization, Information Systems, MS Information Systems Management Specialization, Information Systems, MS Information Systems Security Specialization, Information Systems, MS Project Management Specialization, Liberal Studies, MA American Studies Specialization, Liberal Studies, MA Chicago Studies Specialization, Liberal Studies, MA Digital Studies Specialization, Liberal Studies, MA History Specialization, Liberal Studies, MA Interdisciplinary Studies Specialization, Liberal Studies, MA Religious and Ethical Studies Specialization, Literature, MA American Literature Specialization, Literature, MA British Literature Specialization, Literature, MA Comparative and World Literature Specialization, Literature, MA Film, Literature, and Visual Culture Specialization, Literature, MA Interdisciplinary Studies Specialization, Prose and Poetry, MFA Dual-Genre Specialization, Prose and Poetry, MFA Fiction Specialization, Prose and Poetry, MFA Nonfiction Specialization, Prose and Poetry, MFA Poetry Specialization, Prose and Poetry, MFA Popular Fiction Specialization, Prose and Poetry, MFA Publishing and Professional Development Specialization, Public Policy and Administration, MA Data Analytics for Public Policy Specialization, Public Policy and Administration, MA Global Health Specialization, Public Policy and Administration, MA Global Policy Specialization, Public Policy and Administration, MA Public Administration Specialization, Public Policy and Administration, MA Public Policy Specialization, Regulatory Compliance, MS Clinical Research Specialization, Regulatory Compliance, MS Healthcare Compliance Specialization, Regulatory Compliance, MS Quality Systems Specialization, Sports Administration, MA College Sports Management Specialization, Sports Administration, MA Global Sports Communication Specialization, Sports Administration, MA Sports Analytics Specialization, Writing, MA Popular Fiction Specialization, Writing, MA Publishing and Professional Development Specialization, Advanced Studies in Biology for Health Professions, Advanced Studies in Biology for Health Professions, Certificate, Advanced Studies in Psychology, Certificate, Business Writing/Communication, Certificate, Fundamentals of Human Resource, Certificate, Pre-Graduate Business Administration, Certificate, Writing for Print and Digital Media, Certificate, Analytics and Modeling, Graduate Certificate, Analytics Management, Graduate Certificate, Artificial Intelligence, Advanced Graduate Certificate, Technology Entrepreneurship, Graduate Certificate, Global Health Leadership, Graduate Certificate, Health Analytics, Advanced Graduate Certificate, Health Data Science, Graduate Certificate, Health Informatics for Clinicians, Advanced Graduate Certificate, Health Informatics for IT Professionals, Advanced Graduate Certificate, Health Informatics, Advanced Graduate Certificate, Healthcare Industry, Graduate Certificate, Communication with Data, Graduate Certificate, Content Strategy, Advanced Graduate Certificate, Data Science and Analytics, Advanced Graduate Certificate, Learning Design, Advanced Graduate Certificate, Database & Internet Technologies, Advanced Graduate Certificate, Database & Internet Technologies, Graduate Certificate, Information Systems Management, Advanced Graduate Certificate, Information Systems Management, Graduate Certificate, Information Systems Security, Advanced Graduate Certificate, Information Systems Security, Graduate Certificate, American Studies, Advanced Graduate Certificate, Chicago Studies, Advanced Graduate Certificate, Digital Studies, Advanced Graduate Certificate, Interdisciplinary Studies, Advanced Graduate Certificate, Religious and Ethical Studies, Advanced Graduate Certificate, American Literature, Advanced Graduate Certificate, British Literature, Advanced Graduate Certificate, Comparative & World Literature, Advanced Graduate Certificate, Film, Literature, and Visual Culture, Advanced Graduate Certificate, Data Science, Advanced Graduate Certificate, Global Policy, Advanced Graduate Certificate, Policy Analysis, Advanced Graduate Certificate, Public Administration, Advanced Graduate Certificate, Public Policy and Administration, Graduate Certificate, Public Policy, Advanced Graduate Certificate, Clinical Research, Advanced Graduate Certificate, Healthcare Compliance, Advanced Graduate Certificate, Quality Systems Management, Advanced Graduate Certificate, Regulatory Policy and Health Systems, Graduate Certificate, College Sports Management, Graduate Certificate, Global Sports Communication, Graduate Certificate, Sports Communication, Graduate Certificate, Dual-Genre Writing, Advanced Graduate Certificate, Fiction Writing, Advanced Graduate Certificate, Interdisciplinary Studies in Writing, Advanced Graduate Certificate, Nonfiction Writing, Advanced Graduate Certificate, Popular Fiction Writing, Advanced Graduate Certificate, Publishing and Professional Development in Writing, Advanced Graduate Certificate, Classics - Readings in English (CLASSICS), Communication Sciences and Disorders (CSD), Clinical Research & Regulatory Administration (CLIN_RES), Master of Arts in Sports Administration (MSA), Master of Public Policy & Administration (MPPA), Master of Science Information Design & Strategy (MS_IDS), Quality Assurance & Regulatory Science (QARS), Diversity and Nondiscrimination Statement, Accounting and Information Systems (ACCT), Chicago Metropolitan Exchange Program (CME), Civil and Environmental Engineering (CIV_ENV), Comparative & Historical Social Science (CHSS), Driskill Graduate Program in Life Sciences (DGP), Engineering Science & Applied Math (ES_APPM), Environmental Policy & Culture (ENVR_POL), Global Avant-garde and Modernist Studies (GAMS), Health Sciences Integrated Program (HSIP), Health Services and Outcomes Research (HSR), Healthcare Quality and Patient Safety (HQS), Human Development & Social Policy (HDSP), Industrial Engineering & Management Sciences (IEMS), Initiative for Sustainability & Energy at NU (ISEN), Interdisciplinary Biological Sciences Program (IBIS), Latin American & Caribbean Studies (LATIN_AM), Master of Science in Clinical Investigation (MSCI), Materials Science & Engineering (MAT_SCI), Middle East and North African Studies (MENA), Predictive Science and Engineering (PSED), Reproductive Science and Medicine (REPR_SCI), BA/BS or BS/BS in Communication and Engineering, BA/BMus, BS/BMus, BA/BAMus, or BS/BAMus in Communication and Music, BSED/BMus or BSED/BAMus in Education and Social Policy and in Music, BS/BMus or BS/BAMus in Engineering and Music, Robert R. McCormick School of Engineering and Applied Science, Biotechnology and Biochemical Engineering Minor, Architectural Engineering and Design Minor, Computer Science Minor (McCormick School of Engineering), Engineering Sciences and Applied Mathematics, Manufacturing and Design Engineering Degree, Medill School of Journalism, Media, Integrated Marketing Communications, Integrated Marketing Communications Certificate, Judd A. and Marjorie Weinberg College of Arts and Sciences, Biological Sciences Second Major for ISP Students, Computer Science Minor (Weinberg College), Computer Science Second Major for ISP Students, Earth and Planetary Sciences Second Major for ISP Students, Environmental Sciences Second Major for ISP Students, Latin American and Caribbean Studies Minor, Materials Science Second Major for ISP Students, Mathematical Methods in the Social Sciences, Mathematics Second Major for ISP Students, Mathematics Second Major or Minor for MMSS Students, Middle East and North African Studies Major, Middle East and North African Studies Minor, Native American and Indigenous Studies Minor, Neuroscience Second Major for ISP Students, Portuguese Language and Lusophone Cultures Minor, Industrial Engineering and Management Sciences PhD Program. 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