E E 443 Machine Learning for Signal Processing Applications (4)Application of machine learning and deep learning algorithms to real-world signal, image, and video processing problems using cloud computing with central, graphics, and tensor processing units (CPU/GPU/TPU). Characteristics of multi-dimensional signals and systems. Unsupervised and supervised learning. Deep learning convolutional neural networks. Generative adversarial learning. Open long-tailed recognition. Object detection and segmentation. Prerequisite: a minimum grade of 1.0 in E E 242; MATH 136 or MATH 208; and either IND E 315, MATH 394/STAT 394, or STAT 390.View course details in MyPlan: E E 443
1024: ENGINEERING EXPLORATIONIntroduction to the profession and the College of Engineering. Foundation material in: problem definition, solution and presentation; design, including hands-on realization working in teams; modeling and visual representation of abstract and physical objects; scientific computation; algorithm development, computer implementation and application; documentation; ethics; and professionalism. Grade of C- or better required of all students attempting entry into College of Engineering programs. Attempts to achieve grade of C- or better limited to two attempts, including attempts utilizing the W grade option. Co: MATH 1205. (2H,2C)1044: GREEN ENGINEERING LECTURE SERIESWeekly discussions presented by engineers, environmentalists, scientists, and public officials concerning the need for engineering works to be planned, constructed, and operated in harmony with the environment. (1H,1C)1104: EXPLORATION OF THE DIGITAL FUTUREBuilds on the principles and practice of engineering design introduced in 1024 and introduces various discipline-specific engineering tools. Topics covered include: the engineering design cycle; patent application and search; basic project management; written and oral communications. Basic computer organization and Boolean algebra. Signal and information coding and representation. Introduction to networking. For students planning to major in Computer Engineering, Computer Science, or Electrical Engineering. Grade of C- or better required of all students attempting entry into College of Engineering programs. Attempts to achieve grade of C- or better limited to two attempts, including attempts utilizing the W grade option. Partially duplicates 1114. Duplicates 1204. Prerequisite requires grade of C- or better. Pre: 1024. (2H,2C)1114: EXPLORATION OF ENGINEERING DESIGNBuilds on principles and practice of engineering design introduced in 1024 and introduces various discipline-specific engineering tools. Topics covered include: engineering design cycle; patent application and search; basic project management; written and oral communications; computer assisted design and analysis; the graphics language; working in a team environment. Requires successful completion of a team-based design project. For students planning to major in Aerospace Engineering, Biological Systems Engineering, Chemical Engineering, Civil and Environmental Engineering, Engineering Science and Mechanics, Industrial and Systems Engineering, Materials Science and Engineering, Mechanical Engineering, Mining and Minerals Engineering, and Ocean Engineering. Grade of C- or better required of all students attempting entry into College of Engineering programs. Attempts to achieve grade of C- or better limited to two attempts, including attempts utilizing the W grade option. Partially duplicates 1104. Duplicates 1214. Prerequisite requires grade of C- or better. Pre: 1024. (2H,2C)1204: DIGITAL FUTURE TRANSITIONBuilds on the principles and practice of engineering design introduced in 1024 and introduces various discipline-specific engineering tools. Basic computer organization and Boolean algebra. Signal and information coding and representation. Introduction to networking. For students who have successfully completed 1114 and are now planning to major in Computer Engineering, ComputerScience, or Electrical Engineering. Grade of C- or better required of all students attempting entry into College of Engineering programs. Attempts to achieve grade of C- or better limited to two attempts, including attempts utilizing the W grade option. Partially duplicates 1104. Prerequisite requires a grade of C- or better. Pre: 1114. (1H,1C)1214: ENGINEERING DESIGN TRANSITIONBuilds on the principles and practice of engineering design introduced in 1024 and introduces various discipline-specific engineering tools. Topics covered include computer assisted design and analysis and the graphics language. For students who have successfully completed 1104 and are currently planning to major in Aerospace Engineering, Biological Systems Engineering, Chemical Engineering, Civil and Environmental Engineering, Engineering Science and Mechanics, Industrial and Systems Engineering, Materials Science and Engineering, Mechanical Engineering, Mining and Minerals Engineering, and Ocean Engineering. Grade of C- or better required of all students attempting entry into College of Engineering programs. Attempts to achieve grade of C- or better limited to two attempts, including attempts utilizing the W grade option. Partially duplicates 1114. Prerequisite requires grade of C- or better. Pre: 1104. (1H,1C)1224: INTRODUCTION TO ENGINEERING ETHICSIntroduction to the application of basic ethical theories to ethical dilemmas in engineering. Topics include risk and design, professional responsibility, loyalty, conflict of interest, safety, and intellectual property concerns with an emphasis on real-world engineering case studies. Grade of C- or better required of all students attempting entry into College of Engineering programs. Attempts to achieve grade of C- or better limited to two attempts, including attempts utilizing the W grade option. Partially duplicates 1024. (1H,1C) 1234: ENGINEERING HANDS-ON LABIntroduction to teamwork; introduction to hand tools; dissection and reassembly of various mechanical and electrical devices such as cameras, computers, drills, and engines; examination of engineering principles and design issues; oral presentation using computer software. (2L,1C)1354: INTRO TO SPATIAL VISUALIZATIONIntroduction to spatial visualization. Training to improve three-dimensional visualization skills. Does not count towards College of Engineering graduation credit. (1H,1C) 1434: FUNDAMENTALS OF ENGINEERINGIntroduction to the profession and the College of Engineering. Foundation material in: problem definition, solution and presentation; design, including hands-on realization working in teams; modeling and visual representation of abstract and physical objects; scientific computation; algorithm development, computer implementation and application; documentation; ethics; and professionalism. Various discipline-specific engineering tools. Requires successful completion of a team-based project. Grade of C- or better is required of all students attempting entry into College of Engineering programs. Duplicates 1024, 1104, 1114, 1204, and 1214. This course counts as an attempt at each of those courses. Attempts to achieve grade of C- or better is limited to two attempts, including attempts utilizing the W grade option. Enrollment restricted to external transfer students. Co: MATH 1205. (5H,5C)2314: ENGINEERING PROBLEM SOLVING WITH C++Algorithmic problem solving techniques for engineering problems for various fields; flowcharting, pseudocode, object-oriented program development, editing, compiling, and debugging using the C++ programming language. For Engineering students only. Must have a C- or better in ENGE 1104 and/or ENGE 1114. Pre: (1104 or 1114), MATH 1114, MATH 1206. (1H,2L,2C)2324: ENGINEERING PROBLEM SOLVING USING FORTRANIntroduction of basic computing concepts and programming process including algorithm development, flowcharting, program development, editing, compiling, and debugging using Fortran 90. Emphasis will be on the development and execution of program code to solve engineering problems. Must have C- or better in ENGE 1024. Pre: 1024. (1H,1C)2344: COMPUTER-AIDED DRAFTINGIntroduction to computer-aided drafting concepts, primarily in two dimensions. Creation of two-dimensional system views utilizing lines, polygons, polylines, construction lines; creating drawing views principally applied to facilities design and layout. Must have C- or better in ENGE 1114. Pre: 1114. (1H,1C)2414: ADVANCED ENGINEERING PROBLEM SOLVING WITH C++Object-oriented problem solving techniques for engineering problems from various fields; object-oriented program development, editing, compiling, and debugging using the C++ programming language. This course builds on ENGE 2314, the introductory C++ course, so that the student has the prerequisite knowledge required to take ECE 2574. Taught in an on-line format only. Students should request the course directly from the Department of Engineering Education. Partially duplicates 1574. For engineering students only. Not open to EE or CPE majors. Must have a C- or better in ENGE 2314. Pass/Fail only. Pre: 2314. (1H,1C)2514: INTRODUCTION TO ENGINEERING COMPUTATION AND CONTROL WITH LABVIEWIntroduces engineering computation and control using the LabVIEW graphical programming language and the text/matrix-based (and MATLAB compatible) MathScript programming language. Topics include algorithm development, flowcharts, pseudocode, programming control structures, structured programming, object oriented programming (OOP), data-flow programming, data acquisition, analysis and device control. Partially duplicates ENGE 2314. Pre: 1104 or 1114. (1H,2L,2C) 2714: PREPARING FOR UNDERGRADUATE ENGINEERING RESEARCHPreparing for undergraduate research, best engineering research practices, effective technical communication. Limited enrollment determined through written application process. Pre: 1114 or 1104. (1H,1C)2824: CIVIL ENGINEERING DRAWINGS AND CADIntroduction to use of CAD in civil engineering, construction, and other land development projects. Read typical civil engineering drawings. Create land development plans, cross section and profile drawings, and detail drawings utilizing computer aided design and drafting tools. Create two and three dimensional visualizations of civil engineering, construction, and other land development projects. Partial duplication of ENGE 2344. CEE majors only. Co: CEE 2804, 1114. (1H,1L,1C)2974: INDEPENDENT STUDYVariable credit course.2984: SPECIAL STUDYI Variable credit course.2994: UNDERGRADUATE RESEARCHVariable credit course.3714: DOCUMENTING UNDERGRADUATE ENGINEERING RESEARCHOral and written documentation of undergraduate research experience. A valid engineering undergraduate research experience required. Pre: 2714. (2H,2C)4974: INDEPENDENT STUDYVariable credit course. X-grade allowed.4984: SPECIAL STUDYVariable credit course. X-grade allowed.4994: UNDERGRADUATE RESEARCHVariable credit course. X-grade allowed.
Computer Explorations In Signals And Systems Using Matlab Solution Manuall
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