Automation Science and Engineering: Read More [+], Fall and/or spring: 15 weeks - 2 hours of lecture, 1 hour of discussion, and 1 hour of laboratory per week, Automation Science and Engineering: Read Less [-], Terms offered: Spring 2023, Fall 2022, Spring 2022 Grading Based on: 30% Class Attendance and Participation. Sujit's $25k Big Match will be unlocked once 50 gifts are made to the IEOR fund. Discrete and continuous time Markov chains; with applications to various stochastic systems--such as queueing systems, inventory models and reliability systems. 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. Familiarize students in leading methodologies for solving integer optimization problems, and techniques in these methodologies. Application of systems analysis and industrial engineering to the analysis, planning, and/or design of industrial, service, and government systems. Seminar on selected topics from financial and technological risk theory, such as risk modeling, attitudes towards risk and utility theory, portfolio management, gambling and speculation, insurance and other risk-sharing arrangements, stochastic models of risk generation and run off, risk reserves, Bayesian forecasting and credibility approximations, influence diagrams, decision trees. Course Objectives: Students will learn how to model random phenomena that evolves over time, as well as the simulation techniques that enable the replication of such problems using a computer. Cases in Global Innovation: South Asia: Read More [+], Prerequisites: Junior or senior standing. Brief introduction to decision making under risk and uncertainty. develop custom Python scripts and functions to perform analytic computations; The focus is on converting the theory of optimization into effective computational techniques. Random walks with applications. The Berkeley Seminar Program has been designed to provide new students with the opportunity to explore an intellectual topic with a faculty member in a small-seminar setting. 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 Emphasis will be placed on both the use of computers and the theoretical analysis of models and algorithms. The goal is for students to develop the experience and intuition to gather and build new datasets and answer substantive questions. Theory of optimization for constrained and unconstrained problems. Thursday, May 12, 2022 3-6P Description: This course will introduce students to basic statistical techniques such as parameter estimation, hypothesis testing, regression analysis, analysis of variance. On the practical front, supply chain analysis offers solid foundations for strategic positioning, policy setting, and decision making. Provide students with concrete examples of how the mathematical tools from the class apply to real problems such as dieting, scheduling, and transportation. Summer: 6 weeks - 2.5-10 hours of independent study per week8 weeks - 2-7.5 hours of independent study per week10 weeks - 1.5-6 hours of independent study per week, Supervised Independent Study: Read Less [-], Terms offered: Prior to 2007 Review of linear and nonlinear optimization models, including optimization problems with discrete decision variables. written paper is also required. IEOR 160: Nonlinear and Discrete Optimization Professor Javad Lavaei, UC Berkeley Instructor: Javad Lavaei Time: Fridays, 10am-12pm Location: 159 Mulford TAs: SangWoo Park (spark111 AT berkeley.edu) and Yatong Bai (yatong_bai AT berkeley.edu) Grader: Natalie Andersson (natalieandersson AT berkeley.edu) 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. Course Objectives: On the theoretical front, supply chain analysis inspires new research ventures that blend operations research, game theory, and microeconomics. Max-flow min-cut theorem. Service Operations Management: Read More [+], Prerequisites: Students who have not advanced to M.S., M.S./Ph.D., or Ph.D. levels or are not in the Industrial Engineering and Operations Research Department must consult with the instructor before taking this course for credit, Service Operations Management: Read Less [-], Terms offered: Spring 2013, Spring 2012, Spring 2011 This Freshman-level Introductory course will provide an intuitive overview of the fundamental problems addressed and methods in the fields of Industrial Engineering and Operations Research including Constrained Optimization, Human Factors, Data Analytics, Queues and Chains, and Linear Programming. Organize concepts and objectives covered in an engineering course.3. Introduce students to modern techniques for developing computer simulations of stochastic discrete-event models and experimenting with such models to better design and operate dynamic systems. Survey of solution techniques and problems that have formulations in terms of flows in networks. Approximations of combinatorial optimization problems, of stochastic programming problems, of robust optimization problems (i.e., with optimization problems with unknown but bounded data), of optimal control problems. Students will work on group projects along with Discussion, practice, and review of fundamentals, issues, and best practices in teaching for any engineering course. These ventures result in an unprecedented amalgamation of prescriptive, descriptive, and predictive models characteristic of each subfield. 30% Notebook with Lecture Notes. The last part of the course will deal with inverse decision-making problems, which are problems where an agent's decisions are observed and used to infer properties about the agent. Relationship with linear programming, transportation problems, electrical networks and critical path scheduling. Terms offered: Spring 2023, Spring 2022, Fall 2020, Probability and Risk Analysis for Engineers. This course is designed primarily for upper-level undergraduate and graduate students interested in examining the major challenges and success factors entrepreneurs and innovators face in globalizing a company, product, or service. Course does not satisfy unit or residence requirements for bachelor's degree. ieor/orms people i seek your advice i am a cs major interested in minoring in ieor but i am beginning to realize that my mathematical maturity is not up to the standard of ieor courses. A They will also manage hypothetical portfolios throughout the course. Applications in robust engineering design, statistics, control, finance, data mining, operations research. be used to fulfill any engineering unit or elective requirements. Student Learning Outcomes: LEARNING GOALS Learn more about our facultys research, student activities, alumni game-changers, and how Berkeley IEOR is designing a more efficient world. Minimum-cost life and replacement analysis. Introductory graduate level course, focusing on applications of operations research techniques, e.g., probability, statistics, and optimization, to financial engineering. At Berkeley IEOR, we expand the frontiers of optimization, stochastics and data science enabling transformative decision analytics and technologies to solve grand challenges in transportation, supply chains, healthcare, energy, robotics, finance and risk management. In addition, qualitative issues in distribution network structuring, centralized versus decentralized network control, variability in the supply chain, strategic partnerships, and product design for logistics will be considered through discussions and cases. Exposure students to state-of-art advanced simulation techniques. Introduction to Machine Learning and Data Analytics: Terms offered: Fall 2020, Fall 2019, Fall 2018, Logistics Network Design and Supply Chain Management, Terms offered: Spring 2022, Fall 2021, Spring 2021. for logistics will be considered through discussions and cases. Final exam not required. 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 The course focuses on discrete-time Markov chains, Poisson process, continuous-time Markov chains, and renewal theory. Units may not be used to meet either unit or residence requirements for a master's degree. Students work in teams under faculty supervision. Understand the University policies and procedures on academic integrity and ethics. Introduction to Production Planning and Logistics Models: Read More [+], Prerequisites: 262A and 263A taken concurrently, Introduction to Production Planning and Logistics Models: Read Less [-], Terms offered: Fall 2012, Spring 2005, Spring 2004 Concentrations - UC Berkeley IEOR Department - Industrial Engineering & Operations Research Home / Academics / Master of Engineering / Concentrations Master of Engineering Apply Ranked #2 in the nation! The Master of Engineering program in Industrial Engineering & Operations Research is a one year full-time program that combines business-oriented coursework with applications-focused industrial engineering and operations research courses emphasizing Optimization Analytics, Risk Modeling, Simulation, and Data Analysis. Students will be exposed to the key concepts through a mixture of foundational theory and case studies from a variety of businesses. Transportation and logistics problems. A Bivariate Introduction to IE and OR: Read Less [-], Terms offered: Spring 2019, Fall 2015, Spring 2015 Terms offered: Fall 2017, Fall 2016, Fall 2015 and a group project. Credit Restrictions: Course restricted to Freshman students. with risk-neutral pricing in continuous time models. Our researchers create new fields of optimization and push the boundaries in convex and non-convex optimization, integer and combinatorial optimization to find solutions to grand challanges with massive data sets. To train the students in the selection of appropriate techniques to be used for integer optimization problems. Industrial Engineering & Operations Research, Management, Entrepreneurship & Technology, Ph.D. Industrial Engineering & Operations Research. Grading/Final exam status: Letter grade. Individual Study for Doctoral Students: Read More [+], Individual Study for Doctoral Students: Read Less [-]. Topics will vary from year to year. Final exam required. The course is Instructors Type Term Exam Solution Flag (E) Flag (S) Munoz Enable the students to recognize when problems can be modeled as integer optimization problems. Broad usefulness of concepts will be demonstrated through applications in airline reservation systems, retail, advertising, e-commerce and school-student assignments. To train students in how to actually apply each method that is discussed in class, through a series of labs and programming exercises.5. To introduce students to advanced topics that are important to the successful application of machine learning methods in practice, include how methods for prediction are integrated with optimization models and modern optimization techniques for large-scale learning problems. Credit Restrictions: Students will receive no credit for Ind Eng 171 after taking UGBA105. The result "L = (lambda) w" and other conservation laws. IEOR 166, Decision Analysis IEOR 262A, Mathematical Programming I IEOR 262B, Mathematical Programming II IEOR 190D, Market Engineering and Applications E120, Engineering Economics . Berkeley This course explores how databases are designed, implemented, used and maintained, with an emphasis on industrial and commercial applications. Algorithms for integer optimization problems. It then covers rigorously and in depth the most fundamental probability concepts for financial engineers, including stochastic integral, stochastic differential equations, and semi-martingales. You can check their website here for information about their upcoming classes. Elementary queueing models; comparing single- and multiple-server queues. Credit Restrictions: Students will receive no credit for INDENG256 after completing INDENG156. Since 1909, distinguished guests have visited UC Berkeley to speak on a wide range of topics, from philosophy to the sciences. . The field has made significant strides on both theoretical and practical fronts. Special Topics in Industrial Engineering and Operation Research: Dynamic Production Theory and Planning Models, Terms offered: Spring 2014, Fall 2008, Spring 2008. Course Objectives: Students will learn how to model random phenomena and learn about a variety of areas where it is important to estimate the likelihood of uncertain events. Design of such systems requires familiarity with human factors and ergonomics, including the physics and perception of color, sound, and touch, as well as familiarity with case studies and contemporary practices in interface design and usability testing. Development of dynamic activity analysis models for production planning and scheduling. designed to prepare students for the applied analytics problems and projects they will encounter in Relational algebra, SQL, normalization. Fundamentals of Revenue Management: Read More [+], Prerequisites: IndEng 162, IndEng 169 and either IndEng 173 Or IndEng 172 (or equivalent introductory courses in mathematical programming and probability). The 190 series cannot be used to fulfill any engineering requirement (engineering units, courses, technical electives, or otherwise). The course content exposes students interested in internationally oriented careers to the strategic thinking involved in international engagement and expansion and the particularities of the China market and their contrast with the U.S. market. Specialized strategies by integer programming solvers. Semi-Markov processes with emphasis on application. models characteristic of each subfield. Basic graduate course in linear programming and introduction to network flows and non-linear programming. Terms offered: Fall 2016 Recommended, but not required to be taken after or along with Engineering 198, Fall and/or spring: 15 weeks - 2 hours of lecture per week, Cases in Global Innovation: China: Read Less [-], Terms offered: Prior to 2007 Grading Based on: 30% Class Attendance and Participation ; 30% Notebook with Lecture Notes Heathcare Analytics: Read More [+]. Outline: Specific topics that will be covered include: Repeat rules: Course may be repeated for credit with instructor consent. Individual study in consultation with the major field adviser, intended to provide an opportunity for qualified students to prepare themselves for the various examinations required of candidates for the Ph.D. (and other doctoral degrees). Advanced Topics in Industrial Engineering and Operations Research: Read More [+], Terms offered: Spring 2017, Fall 2014, Spring 2014 About a third of the course will be devoted to system modeling, with the remaining two-thirds concentrating on simulation experimental design and analysis. The goal of the instructors is to equip the students with sufficient technical background to be able to do research in this area. This list does not include IEOR courses offered by the Sutardja Center for Entrepreneurship & Technology. The course includes laboratory assignments, which consist of hands-on experience. IEOR utilizes math and statistics to understand and quantify the world around us. This program prepares you to understand, design, and analyze complex systems through IEOR technical coursework and helps you cultivate an entrepreneurial mindset and develop leadership skills with a degree from Haas. They will also manage hypothetical portfolios throughout the course. Credit Restrictions: Course may be repeated for credit with consent of instructor. Learn more about our game-changing alumni, and view our recent newsletters. Supply chain analysis is the study of quantitative models that characterize various economic trade-offs in the supply chain. Students will undertake computational assignments and a group project. Students will work in teams on projects and build solutions to A deficient grade in INDENG174 may be removed by taking IND ENG 131. This course prepares technical and business minded students for careers focused on professional and management track careers in high technology. Supervised Independent Study and Research: Terms offered: Fall 2022, Fall 2021, Fall 2020, Applied Data Science with Venture Applications, Terms offered: Spring 2023, Spring 2022, Fall 2021. , LTI systems, spectral analysis, and frameworks for learning from data. Familiarity with algorithm design and mathematical maturity recommended, Fundamentals of Revenue Management: Read Less [-], Terms offered: Fall 2020, Fall 2019, Fall 2018 Applied Stochastic Process I: Read More [+], Prerequisites: Industrial Engineering 172,orStatistics134orStatistics200A. Introduction to network flows models. Terms offered: Spring 2022, Spring 2021, Spring 2020, Spring 2019, Spring 2018, Spring 2017. , control, finance, data mining, operations research. Start by selecting your requirement year to find classes that meet requirements for the following majors: Bioengineering, Classical Civilizations, Cognitive Science, Data Science, Economics, Electrical Engineering and Computer Sciences, English, Environmental Earth Science, Environmental Economics and Policy, Environmental Sciences, Gender and Operations Research and Management Science Honors Thesis: Read More [+], Terms offered: Spring 2023, Fall 2022, Spring 2022 Office Hours: MW: 1:15-2pm or by appointment. Production and Inventory Systems: Read More [+], Prerequisites: 262A or 150; 263A or 173 recommended, Production and Inventory Systems: Read Less [-], Terms offered: Spring 2023, Spring 2022 Advanced topics in information management, focusing on design of relational databases, querying, and normalization. Industrial and Commercial Data Systems: Read More [+], Fall and/or spring: 15 weeks - 2 hours of lecture and 2 hours of laboratory per week, Industrial and Commercial Data Systems: Read Less [-], Terms offered: Spring 2023 Analysis and Design of Databases: Read More [+], Fall and/or spring: 15 weeks - 2 hours of lecture and 1 hour of laboratory per week, Analysis and Design of Databases: Read Less [-], Terms offered: Spring 2017, Spring 2016, Spring 2015 Work. Introduce students to the data analysis process including: developing a hypothesis, acquiring data, processing the data, testing the hypothesis, and presenting results. This is an advanced project course in data science that offers a "maker" and/or "innovation" viewpoint. Fall and/or spring: 15 weeks - 1 hour of seminar per week, Subject/Course Level: Industrial Engin and Oper Research/Undergraduate. Group Studies, Seminars, or Group Research: Read Less [-], Terms offered: Summer 2023 Second 6 Week Session, Fall 2019, Fall 2016 Terms offered: Spring 2019, Fall 2015, Spring 2015, Supervised Independent Study and Research. The course, drawing a mix of humanities and engineering students, will include readings and lectures on 19th and 20th century philosophers with discussions of new technology and team experimental projects. 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. We recently sat down with MoonSoo Choi to discuss his time as an undergraduate student and his current role as Senior Manager of Data Science at Walmart. Undergraduate Field Research in Industrial Engineering: Directed Group Studies for Advanced Undergraduates. Credit Restrictions: Course may be repeated for a maximum of four units per semester. 1. 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. .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; } }.fl-node-6063e81955976.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 23px;} .fl-node-6063e81955976 > .fl-module-content {margin-top:10px;margin-bottom:5px;}.fl-node-5f8e8cbdb350b.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 18px;} .fl-node-5f8e8cbdb350b > .fl-module-content {margin-top:5px;margin-bottom:5px;}.fl-builder-content .fl-node-606beccc82a47 .fl-module-content .fl-rich-text,.fl-builder-content .fl-node-606beccc82a47 .fl-module-content .fl-rich-text * {color: #FDB515;} .fl-node-606beccc82a47 > .fl-module-content {margin-top:0px;margin-right:20px;margin-bottom:5px;margin-left:20px;}.fl-node-606bea60ec988.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 18px;} .fl-node-606bea60ec988 > .fl-module-content {margin-top:5px;margin-bottom:5px;}.fl-builder-content .fl-node-5f8a14512e142 .fl-module-content .fl-rich-text,.fl-builder-content .fl-node-5f8a14512e142 .fl-module-content .fl-rich-text * {color: #FDB515;} .fl-node-5f8a14512e142 > .fl-module-content {margin-top:0px;margin-right:20px;margin-bottom:5px;margin-left:20px;}.fl-node-5riv29kqzelo.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 18px;line-height: 1;} .fl-node-5riv29kqzelo > .fl-module-content {margin-top:5px;margin-bottom:5px;}.fl-builder-content .fl-node-6bqedz0gxron .fl-module-content .fl-rich-text,.fl-builder-content .fl-node-6bqedz0gxron .fl-module-content .fl-rich-text * {color: #FDB515;}.fl-builder-content .fl-node-6bqedz0gxron .fl-rich-text, .fl-builder-content .fl-node-6bqedz0gxron .fl-rich-text *:not(b, strong) {line-height: 0.6;} .fl-node-6bqedz0gxron > .fl-module-content {margin-top:10px;margin-right:20px;margin-bottom:5px;margin-left:20px;}.fl-node-6063e659ddb40.fl-module-heading .fl-heading {font-weight: 600;font-size: 23px;} .fl-node-6063e659ddb40 > .fl-module-content {margin-bottom:5px;}.fl-node-606be93f1467e.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 20px;} .fl-node-606be93f1467e > .fl-module-content {margin-top:5px;margin-bottom:5px;}.fl-builder-content .fl-node-gwrokupc7192 .fl-rich-text, .fl-builder-content .fl-node-gwrokupc7192 .fl-rich-text *:not(b, strong) {font-size: 14px;line-height: 1.7;letter-spacing: 0px;} .fl-node-gwrokupc7192 > .fl-module-content {margin-top:0px;margin-bottom:0px;}.fl-node-5f8e88a20517f.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 20px;} .fl-node-5f8e88a20517f > .fl-module-content {margin-top:5px;margin-bottom:5px;}.fl-builder-content .fl-node-5f8e88ec1cdb2 .fl-rich-text, .fl-builder-content .fl-node-5f8e88ec1cdb2 .fl-rich-text *:not(b, strong) {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 300;font-size: 16px;line-height: 1.7;} .fl-node-5f8e88ec1cdb2 > .fl-module-content {margin-top:5px;margin-bottom:0px;}.fl-node-5f8e8c98dab6a.fl-module-heading .fl-heading {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 600;font-size: 20px;} .fl-node-5f8e8c98dab6a > .fl-module-content {margin-top:5px;margin-bottom:5px;}.fl-builder-content .fl-node-5f8e8b2d2de36 .fl-rich-text, .fl-builder-content .fl-node-5f8e8b2d2de36 .fl-rich-text *:not(b, strong) {font-family: "Freight Sans Pro", Verdana, Arial, sans-serif;font-weight: 300;font-size: 16px;line-height: 1.7;} .fl-node-5f8e8b2d2de36 > .fl-module-content {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;}.