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EE & EP Electives Professional and technical electives are an integral part of the ECE major curriculum. They allow students course flexibility as well as the unique opportunity to tailor their major to their personal interests and professional goals. These electives pertain to EE, EP, and E&S majors within ECE (CE majors have different elective requirements). NOTE: ALL COURSES USED TO SATISFY MAJOR REQUIREMENTS MUST BE TAKEN FOR A LETTER GRADE AND RECEIVE A GRADE OF C- OR BETTER. Courses highlighted are courses more popular amongst students in the larger course lists. This is a comprehensive list of courses that will count towards your electives, but it is not a guarantee that they will be offered every year/quarter or that you will be able to enroll as prerequisites must be completed prior to enrolling. Enrollment and offering of courses depend on respective departments’ schedules, prerequisites, and policies. Please follow all department policies. ECE graduate classes may count towards your electives. PROFESSIONAL ELECTIVES ONLY: Professional electives are acceptable courses taken in one department. Normally, these will be upper-division courses in engineering, mathematics, or physics. Students may also choose upper-division courses from other departments provided that they fit into a coherent professional program. In such cases, a lower-division prerequisite may be included in the electives. Courses other than upper-division engineering, mathematics, or physics must be justified in terms of such a program, and must be approved by the ECE department. Please keep in mind that there are courses not listed that are acceptable Professional Electives. BIOLOGICAL SCIENCES – (For Professional Electives ONLY) 1 lower division and 2 upper division Biology courses OR 3 upper division Biology courses will satisfy Professional Electives BILD 1 The Cell BILD 3 Organismic and Evolutionary Biology BILD 2 Multicellular Life BIBC 140 Introduction to Biofuels BICD 100 Genetics BIEB 140 Biodiversity BIEB 166 Animal Behavior and Communication BIPN 146 Computational Neurobiology CHEMISTRY (CHEM) – (For Professional Electives ONLY) 1 lower division and 2 upper division CHEM courses OR 3 upper division CHEM courses will satisfy Professional Electives 6B General Chemistry II 6C General Chemistry III 140A Organic Chemistry I 140B Organic Chemistry II 140C Organic Chemistry III 143A Organic Chemistry Laboratory COGNITIVE SCIENCE (COGS) – (For Professional Electives ONLY) Any upper division COGS courses will satisfy Professional Electives ONLY 109 Modeling and Data Analysis 118A Natural Computation I 118B Natural Computation II 185 Advanced Machine Learning Methods 189 Brain Computer Interfaces COMPUTER SCIENCE & ENGINEERING (CSE) 12 Basic Data Structures and Object-Oriented Design - for Professional Electives ONLY 20 Discrete Mathematics - for Professional Electives ONLY 21 Mathematics for Algorithms and Systems - for Professional Electives ONLY NOTE: CSE 3, 4GS, 6GS, 5A, 7, 8A-B, 11, 123A, 140, 140L will not count as either professional or technical elective credit. ECONOMICS (ECON) Students who follow one of the tracks will satisfy Professional Electives ONLY. Students must follow one of the tracks below: Note: If economics is chosen for professional electives, only 3 technical electives are required for electrical engineering majors, 1 technical elective for engineering physics major. ECON 1 and 3 followed by the courses in one of the following tracks: o Macroeconomics: ECON 110A-B o Monetary economics: ECON 111, and another economics upper division elective ECON 1 and 2 followed by two courses in one of the following tracks: o Public and Environmental: ECON 118, 130, 131, 132, 133, 137, 145 o Labor and Human Resources: ECON 137, 139, 140 Note: ECON 100A can be substituted for ECON 2. ECON 1 and 100A followed by 2 courses in one of the following tracks: o Microeconomics: ECON 100B-C o Financial Markets: ECON 120B and 173A o Operations Research: ECON 172A-B (after taking ECE 109 and MATH 20F) o Human Resources: ECON 100B and 136 Note: ECON 120A, and 158-159 will not be allowed as professional electives. GlobalTIES (ENG) - (For Professional Electives ONLY) 12 units of GlobalTIES courses will satisfy 3 Professional Electives MANAGEMENT, RADY SCHOOL OF (MGT) - for Professional Electives ONLY Any upper division MGT courses can count towards Professional Electives ONLY 103 Product Marketing and Management 105 Product Promotion and Brand Management 106 Sales and Sales Management 121A Innovation to Market A 121B Innovation to Market B 164 Organizational Leadership 166 Business Ethics and Corporate Responsibility 172 Business Project Management 174 Supply Chain and Operations Management MATHEMATICS (MATH) 163 History of Mathematics - for Professional Electives ONLY NOTE: Math 180A, 183, or 186 will not count as either professional or technical elective credit. SPECIAL STUDIES 197-199: At most, 4 units of 195-199 may be used for elective credit. 197: will count towards Professional Elective only. PROFESSIONAL OR TECHNICAL ELECTIVES: Technical electives must be upper-division engineering, math or physics courses. At most one lower-division course in engineering may be used but it must receive prior approval from the ECE department. Certain courses listed below are not allowed as electives because of overlap with ECE courses. COMPUTER SCIENCE & ENGINEERING (CSE) 100 Advanced Data Structures 101 Design and Analysis of Algorithms 103 A Practical Introduction to Probability and Statistics 105 Theory of Computability 107 Introduction to Modern Cryptography 110 Software Engineering 112 Advanced Software Engineering 118 Ubiquitous Computing 120 Principles of Computer Operating Systems 121 Operating Systems: Architecture and Implementation 124 Networked Services 125 Software System Design and Implementation 127 Introduction to Computer Security 130 Programming Languages: Principles and Paradigms 131 Compiler Construction 132A Database System Principles 132B Database Systems Applications 134B Web Client Languages 135 Server-side Web Applications 141 Introduction to Computer Architecture 141L Project in Computer Architecture 143 Microelectronic System Design 144 Computer-Aided Design of VLSI Circuits 145 Embedded System Design Project 148 Advanced Processor Architecture Design Project 150 Introduction to Artificial Intelligence: Search and Reasoning 151 Introduction to Artificial Intelligence: Statistical Approaches 152 Introduction to Computer Vision 153 Cognitive Modeling 160 Introduction to Parallel Computing 164 GPU Programming 165 3D User Interaction 166 Image Processing 167 Computer Graphics 168 Computer Graphics II: Rendering 169 Computer Animation 170 Introduction to Human-Computer Interaction Design 181 Molecular Sequence Analysis 182 Biological Databases 184 Computational Molecular Biology 190 Topics in Computer Science and Engineering 252B Computer Vision II NOTE: CSE 3, 4GS, 6GS, 5A, 7, 8A-B, 11, 123A, 140, 140L will not count as either professional or technical elective credit. BIOENGINEERING The following series of courses will provide “core” preparation in bioengineering and will satisfy up to five (5) courses of the ECE elective requirements: BILD 1, BILD 2, BE 100, BE 140A-B. The bioengineering department will guarantee admission to these courses for ECE students on a space available basis. ELECTRICAL & COMPUTER ENGINEERING (ECE) NOTE: Any course(s) used for your depth may not be used towards your electives. 111 Advanced Digital Design Project 115 Fast Protoyping 118 Computer Interfacing 120 Solar System Physics 121 Energy Conversion 123 Antenna Systems Engineering 125A Power Electronics I 125B Power Electronics II 134 Electronic Materials Science of Integrated Circuits 135A Semiconductor Physics 135B Electronic Devices 136L Microelectronics Laboratory 138L Microstructuring Processing Technology Laboratory\ 139 Semiconductor Device Design & Modeling 145AL-BL-CL Acoustics Laboratory 146 Introduction to Magnetic Recording 153 Probability and Random Processes for Engineers 154A Communications Systems I 154B Communications Systems II 154C Communications Systems III 155A Digital Recording Systems 155B Digital Recording Projects I 155C Digital Recording Projects II 156 Sensor Networks 157A Communications Systems Laboratory I 158A Data Networks I 158B Data Networks II 161A Introduction to Digital Signal Processing 161B Digital Signal Processing I 161C Applications of Digital Signal Processing 163 Electronic Circuits and Systems 164 Analog Integrated Circuit Design 165 Digital Integrated Circuit Design 166 Microwave Systems and Circuits 171A-B Linear Control System Theory 172A Introduction to Intelligent Systems: Robotics and Machine Intelligence 174 Introduction to Linear and Nonlinear Optimization with Applications 175A Elements of Machine Intelligence: Pattern Recognition and Machine Learning 175B Elements of Machine Intelligence: Probabilistic Reasoning and Graphical Models 180 Topics in Electrical and Computer Engineering 181 Physical Optics and Fourier Optics 182 Electromagnetic Optics, Guided-Wave, and Fiber Optics 183 184 185 187 188 190 191 193H 202 212AN 222C 230A 240A 250 251A 253 260A 264B 265A 271A 289 Optical Electronics Optical Information Processing and Holography Lasers & Modulators Introduction to Biomedical Imaging and Sensing Topics in Electrical and Computer Engineering with Laboratory Engineering Design Engineering Group Design Project Honors Project Medical Devices and Interfaces Principles of Nanoscience and Nanotechnology Applied Electromagnetic Theory – Computational Methods for Electromagnetics Solid State Electronics I Lasers and Optics Random Processes Digital Signal Processing I Fundamentals of Digital Image Processing VLSI Digital System Algorithms and Architectures CMOS Analog Integrated Circuits and Systems II Communication Circuit Design I Statistical Learning I Special Topics in Electrical & Computer Engineering MATHEMATICS (MATH) 100A Abstract Algebra 100B Abstract Algebra II 100C Abstract Algebra III 102 Applied Linear Algebra 103A Modern Algebra I 103B Modern Algebra II 104A Number Theory I 104B Number Theory II 104C Number Theory III 109 Mathematical Reasoning 110A Introduction to Partial Differential Equations 110B Elements of Partial Differential Equations and Integral Equations 111A Mathematical Modeling I 111B Mathematical Modeling II 120A Elements of Complex Analysis 120B Applied Complex Analysis 121A Foundations of Teaching and Learning Mathematics 121B Foundations of Teaching and Learning Math II 130A Ordinary Differential Equations I 130B Ordinary Differential Equations II 140A Foundations of Real Analysis I 140B Foundations of Real Analysis II 140C Foundations of Real Analysis III 142A Introduction to Analysis I 142B Introduction to Analysis II 150A Differential Geometry 150B Calculus on Manifolds 152 153 154 155A 160A 160B 168A 170A 170B 170C 171A 171B 174 175 179 180B 180C 181A 181B 181C 181E 184A 185 187 189 190 Applicable Mathematics and Computing Geometry from Secondary Teachers Discrete Mathematics and Graph Theory Geometric Computer Graphics Elementary Mathematical Logic I Elementary Mathematical Logic II Topics in Applied Mathematics – Computer Science Introduction to Numerical Analysis: Linear Algebra Introduction to Numerical Analysis: Approximation and Nonlinear Equations Introduction to Numerical Analysis: Ordinary Differential Equations Introduction to Numerical Optimization: Linear Programming Introduction to Numerical Optimization: Nonlinear Programming Numerical Methods for Physical Modeling Numerical Methods for Partial Differential Equations Projects in Computational and Applied Mathematics Introduction to Stochastic Processes I Introduction to Stochastic Processes II Introduction to Mathematical Statistics I Introduction to Mathematical Statistics II Mathematical Statistics – Nonparametric Statistics Mathematical Statistics – Time Series Combinatorics Introduction to Computational Statistics Introduction to Cryptography Exploratory Data Analysis and Inference Introduction to Topology NOTE: Math 180A, 183, or 186 will not count as either professional or technical elective credit. MECHANICAL & AEROSPACE ENGINEERING (MAE) 101A Introductory Fluid Mechanics 101B Advanced Fluid Mechanics 101C Heat Transfer 104 Aerodynamics 107 Computational Methods in Engineering 110A Thermodynamics 110B Thermodynamic Systems 113 Fundamentals of Propulsion 117A Elementary Plasma Physics 118 Introduction to Energy Systems 119 Introduction to Renewable Energy: Solar and Wind 120 Introduction to Nuclear Energy 121 Air Pollution Transport and Dispersion Modeling 122 Flow and Transport in the Environment 123 Introduction to Transport in Porous Media 124 Environmental Challenges: Science and Solutions 126A Environmental Engineering Laboratory 126B Environmental Engineering Design 130A Mechanics I: Statistics 130B Mechanics II: Dynamics 130C Mechanics III: Vibrations 131A 131B 131C 132 133 142 143A 143C 149 150 154 155A 155B 156A 156B 160 165 166 167 168 171A 171B 175A 180A 181 Solid Mechanics I Fundamentals of Solid Mechanics II Solid Mechanics III Intermediate Dynamics Finite Element Methods in Mechanical and Aerospace Engineering Dynamics and Control of Aerospace Vehicles Signals and Systems Digital Control Systems Sensor Networks Computer-Aided Design Product Design and Entrepreneurship Aerospace Engineering Design Aerospace Engineering Design II Fundamental Principles of Mechanical Design I Fundamental Principles of Mechanical Design II Mechanical Behavior of Materials Fatigue and Failure Analysis of Engineering Components Nanomaterials Wave Dynamics in Materials MEMS Materials, Fabrication, and Applications Mechanical Engineering Laboratory I Mechanical Engineering Laboratory II Aerospace Engineering Laboratory I Spacecraft Guidance I Space Mission Analysis and Design NOTE: MAE 2, 3, 5, 8, 9, 20, 105, 108, 139, 140, 143B, and 170 will not count as either professional or technical elective credit. NANOENGINEERING (NANO) 100L Physical Properties of Materials Lab 101 Introduction to Nanoengineering 102 Foundations in Nanoengineering: Chemical Principles 103 Foundations in Nanoengineering: Biochemical Principles 104 Foundations in Nanoengineering: Physical Principles 106 Crystallography of Solids 107 Electronic Devices and Circuits for Nanoengineers 108 Materials Science and Engineering 110 Modeling of Nanoengineering Systems 111 Characterization of Nanoengineering Systems 112 Synthesis and Fabrication of Nanoengineering Systems 114 Probability and Statistical Methods for Engineers 120A Nanoengineering System Design I 120B Nanoengineering System Design II 134 Polymeric Materials 141A Engineering Mechanics I: Analysis of Equilibrium 143 Nanomedicine 146 Nanoscale Optical Microscopy and Spectroscopy 148 Thermodynamics of Materials 150 Mechanics of Nanomaterials 156 Nanomaterials 158 158L 161 164 168 174 174L 247B Phase Transformations and Kinetics Materials Processing Laboratory Material Selection in Engineering Advanced Micro- and Nano-materials for Energy Storage and Conversion Electrical, Dielectric, and Magnetic Properties of Engineering Materials Mechanical Behavior of Materials Mechanical Behavior Laboratory BioElectronics PHYSICS (PHYS) 100A Electromagnetism I 100B Electromagnetism II 100C Electromagnetism III 105A Mathematical and Computational Physics I 105B Mathematical and Computational Physics II 110A Mechanics I 110B Mechanics II 111 Introduction to Ocean Waves 120 Circuits and Electronics 122 Experimental Techniques 124 Laboratory Projects 130A Quantum Physics I 130B Quantum Physics II 130C Quantum Physics III 133 Condensed Matter/Materials Science Laboratory 137 String Theory 139 Physics Special Topics 140A Statistical and Thermal Physics I 140B Statistical and Thermal Physics II 141 Computational Physics I: Probabilistic Models and Simulations 142 Computational Physics II: PDE and Matrix Models 151 Elementary Plasma Physics 152A Condensed Matter Physics 152B Electronic Materials 154 Elementary Particle Physics 160 Stellar Astrophysics 161 Black Holes 162 Cosmology 163 Galaxies and Quasars 170 Medical Instruments: Principles and Practice 173 Modern Physics Laboratory: Biological and Quantum Physics 175 Fundamentals of Biological Physics 176 Quantitative Molecular Biology 177 Physics of the Cell 178 Biophysics of Neurons and Networks STRUCTURAL ENGINEERING (SE) 101A Mechanics I: Statics 101B Mechanics II: Dynamics 101C Mechanics III: Vibrations 102 103 110A 110B 111A-B 112A-B 115 Numerical, Computational, and Graphical Tools for Structural Engineering I Conceptual Structural Design Solid Mechanics I Solid Mechanics II Steel Bridge Design Competition Concrete Canoe Design Competition Fluid Mechanics for Structural Engineering 120 121 125 130A-B Engineering Graphics & Computer Aided Structural Design Computational and Graphical Tools for Structural Engineering II Statistics, Probability and Reliability Structural Analysis 131 Finite Element Analysis 140 Structures and Materials Laboratory 142 Design of Composite Structures 150 Design of Steel Structures 151A Design of Reinforced Concrete 151B Design of Prestressed Concrete 152 Seismic Design of Structures 154 Design of Timber Structures 160A Aerospace Structural Mechanics I 160B Aerospace Structural Mechanics II 163 Nondestructive Evaluation 165 Structural Health Monitoring 168 Structural System Testing and Model Correlation 171 Aerospace Structures Repair 180 Earthquake Engineering 181 Geotechnical Engineering 182 Foundation Engineering 184 Ground Improvement SPECIAL STUDIES 197-199: At most, 4 units of 195-199 may be used for elective credit. 197: will count towards Professional Elective only