Applications in Data Analysis: Read More [+], Prerequisites: Prerequisites include working knowledge of a programming language (preferably Python), database language (preferably SQL), a statistical package (preferably R), and an understanding of basic linear and non-linear statistical models. Probability and Risk Analysis for Engineers: Read Less [-], Terms offered: Spring 2023, Spring 2022, Spring 2021 Conditional Expectation. Teaching Assistant (GSI): Xingwei Wu, Office Hour: TBD. In this award-winning video, IEOR students explain what industrial engineering & operations research is, how their skills can improve the world, and discuss exciting careers in IEOR. This course is targeted at understanding RM problems in the booming environment of online platforms and marketplaces with applications ranging from online advertising to ride-sharing markets. Instructor Professor Robert C. Leachman 510-517-6113 leachman[at]ieor.berkeley.edu Office hours: MWF 11:00-12:00pm Online via Zoom . Degree Programs Industrial Engineering and Operations Research Industrial Engineering and Operations Research About the Program Bachelor of Science (BS) The Bachelor of Science (BS) degree in Industrial Engineering and Operations Research (IEOR) is designed to prepare students for technical careers in production or service industries. Production Systems Analysis: Read More [+], Prerequisites: INDENG160, INDENG173, INDENG162, INDENG165, and ENGIN120, Production Systems Analysis: Read Less [-], Terms offered: Fall 2022, Fall 2021, Fall 2020 .fl-node-5b298c0daefc0 > .fl-row-content-wrap {background-color: #003262;}.fl-node-5b298c0daefc0 .fl-row-content {max-width: 1231px;} .fl-node-5b298c0daefc0 > .fl-row-content-wrap {margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;} .fl-node-5b298c0daefc0 > .fl-row-content-wrap {padding-top:20px;padding-right:20px;padding-bottom:20px;padding-left:20px;}.fl-animated.fl-slide-in-up {animation: fl-slide-in-up 1s ease;-webkit-animation: fl-slide-in-up 1s ease;}@-webkit-keyframes fl-slide-in-up {from {-webkit-transform: translate3d(0, 50%, 0);transform: translate3d(0, 50%, 0);visibility: visible;}to {-webkit-transform: translate3d(0, 0, 0);transform: translate3d(0, 0, 0);}}@keyframes fl-slide-in-up {from {-webkit-transform: translate3d(0, 50%, 0);transform: 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{margin-top:5px;}.fl-node-jg8zb91lu5cd.fl-module-heading .fl-heading {font-weight: 600;font-size: 23px;} .fl-node-jg8zb91lu5cd > .fl-module-content {margin-bottom:5px;}.fl-builder-content .fl-node-kco972dvp4mr .fl-module-content .fl-rich-text,.fl-builder-content .fl-node-kco972dvp4mr .fl-module-content .fl-rich-text * {color: #ffffff;}.fl-builder-content .fl-node-kco972dvp4mr .fl-rich-text, .fl-builder-content .fl-node-kco972dvp4mr .fl-rich-text *:not(b, strong) {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 300;}.fl-icon-group .fl-icon {display: inline-block;margin-bottom: 10px;margin-top: 10px;}.fl-node-6063fb2533fc7 .fl-icon i, .fl-node-6063fb2533fc7 .fl-icon i:before {font-size: 25px;}.fl-node-6063fb2533fc7 .fl-icon-wrap .fl-icon-text {height: 43.75px;}@media(max-width: 1200px) {.fl-node-6063fb2533fc7 .fl-icon-wrap .fl-icon-text {height: 43.75px;}}@media(max-width: 992px) {.fl-node-6063fb2533fc7 .fl-icon-wrap .fl-icon-text {height: 43.75px;}}@media(max-width: 768px) {.fl-node-6063fb2533fc7 .fl-icon-wrap .fl-icon-text {height: 43.75px;}}.fl-node-6063fb2533fc7 .fl-icon-group {text-align: left;}.fl-node-6063fb2533fc7 .fl-icon + .fl-icon {margin-left: 10px;} .fl-node-6063fb2533fc7 > .fl-module-content {margin-top:0px;}, B.A. Emphasis will be placed on both the use of computers and the theoretical analysis of models and algorithms. Study of algorithms for non-linear optimization with emphasis on design considerations and performance evaluation. This course is ideal for students who have taken COMPSCIC8 / DATAC8 / INFOC8 / STATC8. Minimum-cost life and replacement analysis. Readings are drawn from economics, organizations, With more than 4,000 alumni, 20 faculty, 20 advisory board members and 400 students, the IEOR department is a rapidly growing community equipped with tools and resources to make a large impact in industry, academia, and society. Berkeley, CA 94720-1702 (510) 642-7594 ess@berkeley.edu Hours: Monday - Thursday, 8 a.m.-5 p.m. Friday, 10 a.m.-5 p.m. 4141 Etcheverry Hall #1777 (510) 642-5484 ieor.berkeley.edu Degree worksheets: 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019| 2020| 2021| 2022 Credit Restrictions: Course restricted to Freshman students. Faculty research in Berkeley IEOR specializes in stochastic processes, optimization, and supply chain management. For students to gain some project-based practical data science experience, which involves identifying a relevant problem to be solved or question to be answered, gathering and cleaning data, and applying analytical techniques.6. Terms offered: Spring 2023, Fall 2022, Spring 2022 Designed for students from any science/engineering major, this upper-division course will introduce students to optimization models, and train them to use software tools to model and solve optimization problems. The course is focused around intensive study of actual business situations through rigorous case-study analysis and the course size is limited to 30. Grader: TBD. business/industry challenges using Python packages such as Pandas, NumPy, Matplotlib, scikit- Design activities and discussions to promote learning and provide practice in course concepts and objectives.4. Topics in Risk Theory: Read More [+], Terms offered: Spring 2023, Fall 2022, Spring 2022 The material covered in the course includes internet auctions, procurement, service facility location, sevice quality management, capacity planning, airline ticket pricing, financial plan design, pricing of digital goods, call center management, service competition, revenue management in queueing systems, information intermediaries, and health care. Students work in teams under faculty supervision. Techniques for yield analysis, process control, inspection sampling, equipment efficiency analysis, cycle time reduction, and on-time delivery improvement. .fl-node-5b298c0daefc0 > .fl-row-content-wrap {background-color: #003262;}.fl-node-5b298c0daefc0 .fl-row-content {max-width: 1231px;} .fl-node-5b298c0daefc0 > .fl-row-content-wrap {margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;} .fl-node-5b298c0daefc0 > .fl-row-content-wrap {padding-top:20px;padding-right:20px;padding-bottom:20px;padding-left:20px;}.fl-animated.fl-slide-in-up {animation: fl-slide-in-up 1s ease;-webkit-animation: fl-slide-in-up 1s ease;}@-webkit-keyframes fl-slide-in-up {from {-webkit-transform: translate3d(0, 50%, 0);transform: translate3d(0, 50%, 0);visibility: visible;}to {-webkit-transform: translate3d(0, 0, 0);transform: translate3d(0, 0, 0);}}@keyframes fl-slide-in-up {from {-webkit-transform: translate3d(0, 50%, 0);transform: translate3d(0, 50%, 0);visibility: visible;}to {-webkit-transform: translate3d(0, 0, 0);transform: translate3d(0, 0, 0);}}.fl-node-5b298c0daeeca {width: 100%;}.fl-node-5b298c0daee8c {width: 33.333%;}.fl-node-5f8a14808c493 {width: 33.333%;}.fl-node-5f8a14808c497 {width: 33.333%;} .fl-node-5f8a14808c497 > .fl-col-content {margin-left:20px;}.fl-module-heading .fl-heading {padding: 0 !important;margin: 0 !important;}.fl-node-5f8a160f8d69f.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 23px;} .fl-node-5f8a160f8d69f > .fl-module-content {margin-bottom:5px;}.fl-builder-content .fl-rich-text strong {font-weight: bold;}.fl-builder-content .fl-node-5f8a143421575 .fl-module-content .fl-rich-text,.fl-builder-content .fl-node-5f8a143421575 .fl-module-content .fl-rich-text * {color: #ffffff;}.fl-builder-content .fl-node-5f8a143421575 .fl-rich-text, .fl-builder-content .fl-node-5f8a143421575 .fl-rich-text *:not(b, strong) {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 400;font-size: 16px;} .fl-node-5f8a143421575 > .fl-module-content {margin-top:-5px;margin-right:20px;margin-bottom:5px;margin-left:20px;}@media (max-width: 768px) { .fl-node-5f8a143421575 > .fl-module-content { margin-top:20px; 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Risk Modeling, Simulation, and Data Analysis. This course introduces unconstrained and constrained optimization with continuous and discrete domains. Different methods of evaluation of alternatives. Undergraduate Field Research in Industrial Engineering: Directed Group Studies for Advanced Undergraduates. Credit Restrictions: Students will receive no credit for Ind Eng 171 after taking UGBA105. The mathematical concepts highlighted in this course include filtering, prediction, classification, decision-making, Markov chains, LTI systems, spectral analysis, and frameworks for learning from data. Control and Optimization for Power Systems. Optimality conditions for non linear optimization problems. In this graduate course, we focus on the systematic design of databases and interfaces for commercial and industrial applications. Graphical methods and computer software using event trees, decision trees, and influence diagrams that focus on model design. This introductory course provides students with sufficient background in Python programming language Industrial Engineering and Operations Research (IEOR) Dept University of California at Berkeley Lectures and Labs: MW 5-6:30, 3106 Etcheverry Hall Web Page: www.ieor.berkeley.edu/~ieor170 3 Credits. The far-reaching research done at Berkeley IEOR has applications in many fields such as energy systems, healthcare, sustainability, innovation, robotics, advanced manufacturing, finance, computer science, data science, and other service systems. Applications to practical problems from engineering and data science. exploratory analytics to systems analytics in an industry context, including communication of Cases will include both U.S. companies seeking to enter emerging markets and emerging market companies looking to expand within their own nations or into markets in developed nations. Advanced Topics in Industrial Engineering and Operations Research: Entrepreneurial Marketing and Finance: Read More [+], Advanced Topics in Industrial Engineering and Operations Research: Entrepreneurial Marketing and Finance: Read Less [-], Terms offered: Spring 2020, Fall 2019, Spring 2019 Grading: The grading option will be decided by the instructor when the class is offered.
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