MseM Technical Track advisors guidebook



centercenterLindsey MenziesJohns Hopkins??[Company address]mseM Technical Track advisors guidebook8820090900Lindsey MenziesJohns Hopkins??[Company address]mseM Technical Track advisors guidebook533403855720The Center for Leadership EducationMaster of Science in Engineering Management Technical Track Advisor Guide2021 - 202200The Center for Leadership EducationMaster of Science in Engineering Management Technical Track Advisor Guide2021 - 20221152019635128Masters of Science in Engineering Management (MSEM)Table of ContentsWelcome and History at JHU……………………………………………………………………………………………………………………3CLE Faculty and Staff Directory…………………………………………………………………………………………………………….….4Management Course Requirements for Degree Completion…………………………………………………………..……….5Other Requirements…………………………………………………………………………………………………………………………………6Admissions Process.…………………………………………………………………………………………………………………….............7MSEM Tracks and Advisors………………………………………………………………………………………………………………….....8MSEM Technical Track Requirements…………………..………………………………………………………………………………...9Welcome & History of MSEM at JHU!Welcome to the Master of Science in Engineering Management program! We are very happy you have agreed to be the advisor for your department’s MSEM technical track(s).?The Master of Science in Engineering Management Program, or MSEM, is a cohort-based master’s program offered through the JHU Whiting School of Engineering. The program is designed to further engineering education while simultaneously providing preparation in management, leadership and communication as well as other skills required for professional success. In the advisor’s role for your department’s MSEM(s), you will evaluate applications and determine if the applicant is qualified for acceptance in the specified track. If the student is accepted, you will meet with him/her during each semester to advise the student about appropriate track courses and course loads. The MSEM Program requires five (5) track courses along with a suite of required management courses and electives. Please note the MSEM double counting policy: because there are only five technical courses in this program, students are allowed to double count up to TWO graduate-level courses for their technical track with their technical advisor’s approval. These must be JHU graduate level courses taken as an undergraduate, but not counted toward the bachelor’s degree.Please refer to the guidebook for questions regarding the program, your role as an advisor, and course information. The History of MSEM at JHU:The MSEM Program was sent to the Maryland Higher Education Commission (MHEC) in August 2008 and approved shortly thereafter. Our first students were accepted for the spring of 2009 and our first class of 13 students graduated in May 2010.MSEM or MEM degrees are growing in popularity, but in 2009 only UMBC offered an Engineering Management degree locally. JHU MSEM was admitted to the Master of Engineering Management Programs Consortium (MEMPC) in 2016. Other members include Northwestern, Cornell, Dartmouth, Duke, Massachusetts Institute of Technology, Purdue, Tufts, and the University of Southern California.In addition to our full-time, Homewood based program, the Whiting School of Engineering also offers as Master’s in Engineering Management through the Engineering for Professionals Program; this program is part-time for working professionals and many of the courses are online.MSEM began with 12 technical tracks (formerly concentrations) and we have added several additional tracks (Systems Engineering, Cybersecurity, Space Systems Engineering). We anticipate other tracks in the future, among them Energy, BME, Computational Medicine, Electrical Engineering, and Robotics.Faculty and Staff DirectoryDirector of MSEM:Pamela H. Sheff: Pamsheff@Full-Time CLE Faculty:Lawrence Aronhime: aronhime@jhu.eduJenny Bernstein: jberns12@jhu.eduMC Coghlan: mcoghla2@jhu.eduIllysa Izenberg: izenberg@jhu.eduLeslie Kendrick: kendrick@jhu.edu Annette Leps: aleps@jhu.eduTrevor Mackesey: tmackes1@jhu.eduJulie Reiser: juliereiser@jhu.eduEric Rice: ericmrice@Andy Ross: aross55@jhu.eduMelanie Shimano: melanieshimano@jhu.eduWilliam Smedick: smedick@jhu.edu Sarah Harrison Smith: ssmit263@jhu.eduCLE Staff:Carey Arkwright: carey.arkwright@jhu.edu Administrative Secretary, CLELindsey Menzies: lconkli4@jhu.eduSr. Academic Program Coordinator, CLE & MSEMEmily Myrick: emyrick2@jhu.eduSr. Academic Program Coordinator, CLEManagement Course Requirements for Degree CompletionCourse No.Course TitleSemester/YearCredits662.611Strategies: Accounting & Finance – required cohortSpring3662.692Strategies for Innovation & Growth– required cohortSpring3663.618Professional Presentations – required cohortSpring3662.643The Practice of Consulting – required cohortWinter1.5663.660Managing People/Resolving Conflict – required cohortFall1.5663.671Leading Change – required cohortFall1.5662.802MSEM Internship-optionalOptional3663.xxxElective (one elective is required)Elective1.5663.653Innovation and Business Design (elective)Fall & Spring*optional6662.811/812MSEM Seminar – required cohortFall & Spring1Students must take the following management & technical courses for degree completion:Required: five advanced courses in a declared technical track of engineering, or applied science. Typically, students begin by taking one technical course in the fall semester, two-three technical courses in the fall semester, and complete the technical requirement in their final fall semester.Fall semester: a cohort-based management curriculum consisting of four required courses: Strategies: Accounting & FinanceStrategies: Innovation and GrowthProfessional PresentationsMSEM Seminar Immersion: The Practice of Consulting during the January term.Spring Semester: Two-half semester courses: Managing People and Resolving Conflicts Leading ChangeElectives: one required elective selected from the Professional Develop Program seven-week modules, or the internship. Students may choose as many electives as they can comfortably complete. In addition, 663.653 Innovation and Design also serves as a management elective, or as a course from the Technical Track (with the approval of your advisor). Whiting School of Engineering Degree Requirements:All Whiting School of Engineering master’s degree candidates must meet the requirements found below:Every student must register for a minimum of two semesters as a full-time graduate student.Full time students are required to take a minimum of nine credits per semester.Every student must provide certification by a department or program committee that all departmental or committee requirements have been fulfilled.All courses applied to the master’s degree must be at the 600-level or higher. 400-level courses require advisor approval (approvals must be sent to the MSEM program coordinator).Every student must earn the master’s degree within five consecutive academic years (10 semesters). Only semesters during which a student has a university-approved leave of absence are exempt from the ten-semester limit.Specific Requirements to MSEM:Candidates must complete all of the required courses.Only one C will apply toward the degree (no grade lower than a C will apply).All courses must be at the 600-level or higher (exceptions require advisor approval).Departments sponsoring technical tracks may impose stricter requirements for coursework with the track.With permission of the technical advisor, a JHU alumni, MSEM student may double-count two JHU courses or apply undergraduate or graduate courses taken at JHU, but not applied to a degree (in accordance with conditions in the WSE Policy on Double-Counting Courses).Advising:Students are required to obtain approval for all engineering track course choices from their technical advisor. The MSEM director, Pamela Sheff, or MSEM coordinator, Lindsey Menzies, will advise students on management courses. Technical advisors will have the authority and responsibility of placing holds, releasing holds, and clearing students’ technical courses for acceptance at the time of graduation. In order to allow flexibility within the tracks, advisors have the authority to approve changes and/or substitutions to any courses in their track that they deem acceptable and appropriate. Graduation:Students will receive individual course check-sheets for verification each semester. Track advisors will receive check-sheets for approval and signature in the weeks before graduation.Admissions Process:MSEM applicants will submit their applications via Slate**NOTE: Slate is new application system that started in place for Fall 2019 applicantsStudents must have or be in the process of earning an undergraduate engineering degree, or a STEM degree from an accredited schoolStudents submit:Application and application feeOfficial GRE and TOEFL scores (JHU undergrads exempt from this requirement)Unofficial transcriptsStatement of Purpose3 letters of recommendationResumeGRE: Johns Hopkins undergraduates who apply to the program are not required to take the GRE. *Note: We are currently waiving the GRE requirement due to COVID. TOEFL/IELTS: International students must earn a minimum 100 internet-based TOEFL score OR score a minimum 7 on the IELTS. The MSEM Admissions Committee reviews all completed applications and monitors Slate to make sure the credentials have been received. While test scores and GPAs are important, we evaluate the entire application; letters of recommendation factor highly in the decision. Typically, GRE scores for accepted students are in the high 160’s for quantitative and high 150’s for verbal scores. When an applicant has been accepted by us, we then forward a PDF of the combined student file for review and evaluation to you. After you review the application, please email the decision to us. If you approve an application, the CLE admissions committee will interview the applicant. Grad Admissions will then send the student the appropriate letter of acceptance or denial. MSEM Technical Tracks & AdvisorsCurrently, our technical tracks and their sponsoring departments are:DepartmentAdvisor & EmailTracksApplied Mathematics & StatisticsAmitabh Basu basu.amitabh@jhu.eduOperations Research Probability & StatisticsChemical & Biomolecular EngineeringMarc Donohue mdd@jhu.eduChemical & Biomolecular Engineering, Chemical Product DesignCivil & Systems EngineeringThomas Gernaytgeray@jhu.edu Civil EngineeringComputer ScienceRuss Taylor rht@jhu.eduComputer ScienceComputer Science/Information Security InstituteAnton Dahbura antondahbura@jhu.eduCyber Security Electrical & Computer EngineeringAndreas Andreouaandreo1@jhu.eduCommunications ScienceSmart Product & Device DesignGeography & Environmental EngineeringBenjamin Hobbs bhobbs@jhu.eduEnvironmental Systems Analysis, Economics & Public PolicyMaterials Science & EngineeringTimothy Weihs weihs@jhu.eduBiomaterials, Materials Science & Engineering, Nano-Biotechnology, Nanomaterials & NanotechnologyMechanical EngineeringGretar Tryggvason gtryggv1@jhu.eduFluid Mechanics, Mechanical Engineering, Mechanics & MaterialsSpace Systems Engineering, Engineering for Professionals ProgramPatrick BinningPatrick.binning@jhu.edu Space Systems Engineering Systems Engineering (Civil & Systems Engineering)Kimia Ghobadikimia@jhu.edu Systems EngineeringMSEM Technical Track RequirementsBiomaterials: (Sponsored by the Department of Materials Science & Engineering)Prerequisites: (5)Undergraduate calculus, chemistry, biology, physics, and introductory biomaterials course equivalents to 510.316.Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.510.606 Chemical and Biological Properties of Materials (PR: UG Chemistry & biology or permission)510.607 Biomaterials II (PR: 510.606 Biomaterials I or equivalent)510.621 Structure and Thermodynamics of BiomoleculesElectives: (2)Electives should be related to Materials Science and Engineering and must be approved by the DMSE graduate committee.List of Pre-Approved Electives:Courses not on this list are at the advisor’s discretion.510.400Introduction to Ceramics510.403Materials Characterization510.405Materials Science of Energy Technologies 510.422Micro- and Nano-structured Materials and Devices510.426Biomolecular Materials I – Soluble Proteins and Amphiphiles 510.428Materials Science Laboratory I510.429Materials Science Laboratory II510.430Biomaterials Lab510.431Biocompatibility of Materials510.456Introduction to Surface Science500.619Fundamental Physics and Chemistry of Nanomaterials510.604Mechanical Properties of Materials510.605Electronic, Optical and Magnetic Properties of Materials510.606Polymer Chemistry & Biology510.607Biomaterials II: Host Response and Biomaterials Applications510.608Electrochemistry510.611Solid State Physics510.612Solid State Physics510.622Micro- and Nano-structured Materials and Devices510.624X-Ray Scattering, Diffraction and Imaging610.657Transmission Electron Microscopy: Principle & PracticeChemical & Biomolecular Engineering: (Sponsored by the Department of Chemical & Biomolecular Engineering)Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.540.671 Advanced Thermodynamics in Practice 540.604 Transport Phenomena in Practice 540.673 Advanced Chemical Reaction Engineering in PracticeElectives: (2)Any two courses from EN.540.6xx or above, or EN.545.6xx or above (excluding seminar)Other elective courses must be approved at the advisor’s discretion. Civil Engineering: (Sponsored by the Department of Civil & Systems Engineering)Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.560.604 Solid Mechanics for Structures560.440 Applied Finite Element Methods 560.730 Finite Element Methods Electives: (2)Alternative selections are at the discretion of the advisor.Any two courses from EN.560.4xx or above, or EN.565.4xx or above (excluding seminar)One course from EN.560.6xx or 560.7xx (excluding seminar)Chemical Product Design: (Sponsored by the Department of Chemical & Biomolecular Engineering)Required Courses: (2)Approval of substitutions for required courses are at the discretion of the technical advisor.540.690 Chemical and Biomolecular Engineering Design540.691 Product Design Electives: (3)Alternative selections are at the discretion of the advisor.Two EN.560.6xx ChemBE coursesOne approved elective in Engineering, Science, Math, or Applied munications Science: (Sponsored by the Department of Electrical & Computer Engineering)When electing a track in ECE, here are additional options as to what you can pursue:Human Language TechnologiesComputation and Bio PhotonicsMicrosystems and Computer EngineeringMachine Learning & Artificial Intelligence Signal Processing & Sensory ProcessingRequired Courses: (5)Approval of substitutions for required courses are at the discretion of the technical advisor.A combination of five courses in communications and related fields from the list below:520.435 Digital Signal Processing520.447 Information Theory 520.628 Satellite Communication System520.646 Wavelets & Filter Banks520.651 Random Signal Analysis520.652 Filtering & Smoothing520.666 Information Extraction520.735 Sensory Information Processing Electives: Alternative selections are at the discretion of the advisor.Option #1: Geared toward those with interest in a broad range of communications-Any two of the following courses, approved by the faculty advisor:520.447 Information Theory 520.460 The Art of Error Control Coding 520.435 Digital Signal Processing Courses in the Johns Hopkins Engineering for Professionals (EP) Program525.608 Next Generation Telecommunications525.616 Communications Systems Engineering525.618 Antenna Systems525.631 Adaptive Signal Processing525.638 Introduction to Wireless Technology525.641 Computer and Data Communication Networks525.654 Communications Circuits Laboratory525.708 Iterative Methods in Communications Systems525.721 Advanced Digital Signal Processing525.722 Wireless and Mobile Cellular Communications525.738 Advanced Antenna Systems525.751 Software Radio for Wireless Communications525.762 Signal Processing with Wavelets525.768 Wireless Networks525.771 Propagation of Radio Waves in the AtmosphereOption #2: Geared toward those with interest in optical communications -Any two of the following courses, approved by the faculty advisor:525.413 Fourier Techniques in Optics520.636 Feedback Control in Biological Signaling Pathways525.753 Laser Systems and Applications525.772 Fiber-Optic Communication Systems 525.797 Advanced Optics & Photonics LabComputer Science: (Sponsored by the Department of Computer Science)Entering students must have completed a program of study equivalent to that required by the B.S. in Computer ScienceApplicants from other disciplines are required to have coursework (or equivalent experience) in intermediate programming (C++ and Java), data structures, automata theory, computer systems fundamentals and algorithms Required Courses: (5)Approval of substitutions for required courses are at the discretion of the technical advisor.Any five regular graduate courses, 400-level or higher, from the Department of Computer Science, not including the senior thesis. MSEM students in this track may take no more than three graduate-level courses in one semester.Cybersecurity: (Sponsored by the Department of Information Security Institute)Pre-Requisites:Entering students are expected to have completed a program of study equivalent to that required by at least an undergraduate minor in computer science and a BS in computer science is recommended. Applicants from other disciplines must have coursework (or equivalent experience) in Computer Science Fundamentals, Programming, Data Structures and Discrete Math.If the necessary background courses are lacking, students must take undergraduate courses to possess these prerequisites. These courses will not count toward the MSEM degree, but will appear on the transcript.Required Courses:Approval of substitutions for required courses are at the discretion of the technical advisor.A combination of five graduate courses, 600-level or higher, are taken from the Information Security Institute required as below:Two courses from the Core Technology and/or the Elective Technology courselists;One Core Policy Course and one Core Management course;The fifth course from any of the above course categories.No more than three graduate-level courses by the Information Security Institute may be taken in one semester by an MSEM student in this track. Environmental Systems Analysis, Economics and Public Policy: (Sponsored by the Department of Geography & Environmental Engineering) Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.Economics (preferably with calculus). This requirement may be waived by their advisor if the student has already had an intermediate microeconomics course. A list of qualifying courses is available from the advisor.Mathematics of Decision Making: EN.570695 Environmental Health and Engineering Systems DesignPolicy & Design Making: EN.570.697 Risk and Decision Analysis OR EN.570.607 Energy Policy and Planning ModelsElectives: (4)Courses not on this list are at the advisor’s discretion.570.496 Urban and Environmental Systems570.618 Multiobjective Programming and Planning570.676 Stochastic ProgrammingOther courses in Environmental Economics, Systems, or Policy, as approved by the advisor.Additional Notes:The student’s advisor must approve all coursesAll courses must be at the 400-level or above.No more than one course in Environmental Engineering may be used to fulfill the track and only with careful consultation with the student’s advisor.Fluid Mechanics: (Sponsored by the Department of Mechanical Engineering & the Department of Materials Science and Engineering)Required Courses: (5)Approval of substitutions for required courses are at the discretion of the technical advisor.Any five courses in Fluid Mechanics or closely related discipline, at the 400-level or higher, as approved by the Faculty advisor.At least two of the required technical courses must be at the 600-level or higher.Materials Science & Engineering: (Sponsored by the Department of Materials Science & Engineering) Pre-requisites: (3)UG calculus, chemistry and physics; biology is recommended Required Courses: (1)Approval of substitutions for required courses are at the discretion of the technical advisor.510.601 Structures of Materials (PR: UG calculus, chemistry and physics or permissions)Electives: (4)Electives related to Materials Science and Engineering are approved by the DMSE graduate committee. Approval of alternative courses are at the discretion of the advisor.List of Pre-Approved Electives:510.400 Introduction to Ceramics510.403 Materials Characterization 510.405 Materials Science of Energy Technologies 510.422 Micro- and Nano-structured Materials and Devices510.426 Biomolecular Materials I – Soluble Proteins and Amphiphiles510.428Materials Science Laboratory I510.429Materials Science Laboratory II510.430Biomaterials Lab510.431Biocompatibility of Materials510.456Introduction to Surface Science500.619Fundamental Physics and Chemistry of Nanomaterials510.604Mechanical Properties of Materials510.605Electronic, Optical and Magnetic Properties of Materials510.606Polymer Chemistry & Biology510.607Biomaterials II: Host Response and Biomaterials Applications510.608Electrochemistry510.611Solid State Physics510.612Solid State Physics510.622Micro- and Nano-structured Materials and Devices510.624X-Ray Scattering, Diffraction and Imaging610.657Transmission Electron Microscopy: Principle & PracticeMechanical Engineering: (Sponsored by the Department of Mechanical Engineering)Required Courses: (5)Approval of substitutions for required courses are at the discretion of the technical advisor.Any five courses in Mechanical Engineering, or closely related discipline at the 400-level or higher, as approved by the faculty advisor.At least two of the required technical courses must be at the 600-level or higher. Mechanics and Materials: (Sponsored jointly by the Department of Mechanical Engineering & the Department of Materials Science & Engineering)Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.510.601 Structure of Materials510.604 Mechanical Properties of Materials 530.605 Mechanics of Solids & MaterialsElectives: (2)Alternative selections are at the discretion of the advisor.Any two of the following courses, approved by the faculty advisor:510.403 Materials Characterization 510.428 Materials Science Laboratory I530.405 Mechanics of Advanced Engineering Structures530.414 Computer-Aided Design530.416 Advanced Mechanical Design530.418 Aerospace Structures and Materials530.454 Manufacturing Engineering510.602 Thermodynamics of Materials 510.603 Phase Transformation of Materials 530.612 Computational Solid MechanicsNano-Biotechnology: (Sponsored by the Department of Materials Science & Engineering)Pre-requisites: (5)UG Calculus, Chemistry, Biology, Physics and Introductory Biomaterials course equivalent to 510.316.Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.510.422 Micro and Nano Structured Materials and Devices 510.607 Biomaterials II: Host Response and Biomaterials Applications (PR: 510.316 Biomaterials I)670.619 Biopolymers Synthesis Electives: (2)Electives should be related to Materials Science and Engineering and must be approved by the DMSE graduate committee.Elective courses on the list below can be approved at the advisor’s discretion.List of Pre-approved Electives:510.400 Introduction to Ceramics510.403 Materials Characterization510.405 Materials Physics510.422 Micro-and Nano-structured Materials and Devices510.426 Biomolecular Materials I – Soluble Proteins and Amphiphiles510.428Materials Science Laboratory I510.429Materials Science Laboratory II510.430Biomaterials Lab510.431Biocompatibility of Materials510.456Introduction to Surface Science500.619Fundamental Physics and Chemistry of Nanomaterials510.604Mechanical Properties of Materials510.605Electronic, Optical and Magnetic Properties of Materials510.606Polymer Chemistry & Biology510.607Biomaterials II: Host Response and Biomaterials Applications510.608Electrochemistry510.611Solid State Physics510.612Solid State Physics510.622Micro- and Nano-structured Materials and Devices510.624X-Ray Scattering, Diffraction and Imaging610.657Transmission Electron Microscopy: Principle & PracticeNanomaterials and Nanotechnology: (Sponsored by the Department of Materials Science & Engineering)Pre-requisites: (3)UG Calculus, Chemistry, and, Physics.Required Courses: (2)Approval of substitutions for required courses are at the discretion of the technical advisor.510.422 Micro and Nano Structured Materials and Devices 510.619 Biopolymers Synthesis Electives: (3)Electives should be related to Materials Science and Engineering and must be approved by the DMSE graduate committee.Elective courses on the list below can be approved at the advisor’s discretion.List of Pre-approved Electives:510.400 Introduction to Ceramics510.403 Materials Characterization510.405 Materials Physics510.422 Micro-and Nano-structured Materials and Devices510.426 Biomolecular Materials I – Soluble Proteins and Amphiphiles510.428Materials Science Laboratory I510.429Materials Science Laboratory II510.430Biomaterials Lab510.431Biocompatibility of Materials510.456Introduction to Surface Science500.619Fundamental Physics and Chemistry of Nanomaterials510.604Mechanical Properties of Materials510.605Electronic, Optical and Magnetic Properties of Materials510.606Polymer Chemistry & Biology510.607Biomaterials II: Host Response and Biomaterials Applications510.608Electrochemistry510.611Solid State Physics510.612Solid State Physics510.622Micro- and Nano-structured Materials and Devices510.624X-Ray Scattering, Diffraction and Imaging610.657Transmission Electron Microscopy: Principle & PracticeOperations Research: (Sponsored by the Department of Applied Mathematics & Statistics)Pre-requisites: Calculus-based background in Probability and Statistics. Students wishing to strengthen their background in the area may enroll in 550.420 (probability) and/or 550.430 (statistics), but these courses may not be used in fulfillment of this track’s requirement. Pre-requisites: Calculus-based background in Probability and Statistics. Students wishing to strengthen their background in the area may enroll in 550.420 (probability) and/or 550.430 (statistics), but these courses may not be used in fulfillment of this track’s requirement. Required Courses: (3) Approval of substitutions for required courses are at the discretion of the technical advisor.Any five (5) of the following courses, approved by the faculty advisor:553.761 Nonlinear Optimization I553.762 Nonlinear Optimization II553.766 Combinatorial Optimization570.697 Risk and Decision Analysis570.608 Uncertainty Modeling for Policy & Management Decision Making570.695 Mathematical Foundations for Public Decision Making553.600 Mathematical Modeling and Consulting570.693 Economic Foundations for Public Decision Making 570.696 Urban and Environmental Systems570.607 Energy Planning and Policy Models553.626 Introduction to Stochastic Processes553.627 Stochastic Processes and Applications to Finance553.628?Stochastic Processes and Applications to Finance553.633 Monte Carlo Methods553.663 Network Models in Operations Research553.639 Time Series Analysis553.641 Equity Markets and Quantitative Trading553.642 Investment Science553.644 Introduction to Financial Derivatives553.645 Interest Rate and Credit Derivatives553.646 Risk Measurement/Management in Financial Markets553.647 Quantitative Portfolio Theory and Performance Analysis553.648 Financial Engineering and Structured ProductsProbability and Statistics: (Sponsored by the Department of Applied Mathematics & Statistics)Pre-requisites: One upper-division undergraduate course in probability (equivalent to 550.420 Introduction to Probability).One upper-division undergraduate course in mathematical statistics (equivalent to 550.430 Introduction to Statistics). Required Courses: (5) Approval of substitutions for required courses are at the discretion of the technical advisor.Any five of the following courses, or an elective approved at the discretion of the faculty advisor.550.413 Applied Statistics and Data Analysis 550.426 Introduction to Stochastic Processes 550.433 Monte Carlo Methods550.434 Nonparametric Statistics 550.436 Data Mining 550.437 Statistical Learning with Applications 550.438 Machine Learning and Statistical Analysis in Finance550.439 Time Series Analysis 550.620 Probability Theory I550.630 Statistical Theory I550.631 Statistical Theory II550.632 Bayesian Statistics 550.633 Advanced Topics in Bayesian Statistics550.635 Topics in Bioinformatics550.730 Topics in Statistics Smart Product and Device Design: (Sponsored jointly by the Department of Mechanical Engineering and Department of Electrical and Computer Engineering)When electing a track in ECE, here are additional options as to what you can pursue:Human Language TechnologiesComputation and Bio PhotonicsMicrosystems and Computer EngineeringMachine Learning & Artificial Intelligence Signal Processing & Sensory ProcessingRequired Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.530.414 Computer-Aided Design OR520.691 CAD Design of Digital VLSI Systems I530.421 Mechatronics OR520.448 Electronics Design LabElective Courses: (2) Approval of substitutions for required courses are at the discretion of the technical advisor.Any two related courses, approved by the faculty advisor.Systems Engineering: (Sponsored by the Department of Civil & Systems Engineering) Required Courses: (3)Approval of substitutions for required courses are at the discretion of the technical advisor.Two courses with course numbers from EN.560.640—EN.560.659 OR choose one from both.Electives: (2)Courses not on this list are at the advisor’s discretion.Three courses from any combination of the following:560.6xx or above, or 565.4xx or above (excluding seminar)645.6xx or above (EP Systems Engineering)570.495 Mathematical Foundations for Public Decision Making550.661 Foundations of Optimization570.497 Risk and Decision Analysis 570.608 Uncertainty Modeling for Policy & Management Decision Making550.400 Mathematical Modeling and Consulting570.493 Economic Foundations for Public Decision Making570.496 Math Models/Urban System570.607 Energy Planning and Policy Modeling**663.657 Innovation and Design II, if taken EN.663.653, and with advisor approval only.Space Systems Engineering: (Sponsored by the Engineering for Professionals Program) Required Courses: (2)Approval of substitutions for required courses are at the discretion of the technical advisor.675.600 Systems Engineering for Space675.601 Fundamentals of Engineering Space Systems IElectives: (3)Courses not on this list are at the advisor’s discretion.Three courses from any combination of 675.xxx. ................
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