Category Archives: IMA Electives

All courses that count as IMA Major Electives

Introduction to Embedded Systems Design (ECE-UY 4144)

The course covers architecture and operation of embedded microprocessors; microprocessor assembly language programming; address decoding; interfacing to static and dynamic RAM; Serial I/O, Parallel I/O, analog I/O; interrupts and direct memory access; A/D and D/A converters; sensors; microcontrollers. Alternate-week laboratory. Objectives: to provide foundations of embedded systems design and analysis techniques; expose students to system level design; and teach integration of analog sensors with digital embedded microprocessors. | Prerequisites: CS-UY 2204 (C- or better) and EE-UY 2024 or EE-UY 2004 (C- or better). ABET competencies: a, c, d, e, g, j, k.

Elect. Engineering – ECE UGRD (Undergraduate)
4 credits – 14 Weeks

Sections (Fall 2025)

ECE-UY 4144-000 (4051)

ECE-UY 4144-000 (4052)

ECE-UY 4144-000 (4053)

ECE-UY 4144-000 (4054)

ECE-UY 4144-000 (4055)

ECE-UY 4144-000 (4061)

ECE-UY 4144-000 (4050)09/02/2025 – 12/11/2025 Tue,Thu10:00 AM – 11:00 AM (Morning)at Brooklyn CampusInstructed by Campisi, Matthew

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) IMA Electives (Legacy Structure - Programming & Data) Undergraduate

Signals and Systems (ECE-UY 3054)

Credits: 4
Duration: 15 Weeks
Dates: Fri
Credits: 4
Duration: 15 Weeks
Dates: Fri,Mon,Wed

This course centers on linear system theory for analog and digital systems; linearity, causality and time invariance; impulse response, convolution and stability; the Laplace, z- transforms and applications to Linear Time Invariant (LTI) systems; frequency response, analog and digital filter design. Topics also include Fourier Series, Fourier Transforms and the sampling theorem. Weekly computer-laboratory projects use analysis- and design-computer packages. The course establishes foundations of linear systems theory needed in future courses; use of math packages to solve problems and simulate systems; and analog and digital filter design. | Prerequisites for Brooklyn Engineering Students: MA-UY 1044, MA-UY 2012/2132 or MA-UY 2034. | Prerequisites for Abu Dhabi Students: MATH-AD 116 and MATH-AD 121. | Prerequisites for Shanghai Students: MATH-SHU 124 and MATH-SHU 140. ABET competencies a, b, c, e, k.

Elect. Engineering – ECE UGRD (Undergraduate)
4 credits – 15 Weeks

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) IMA Electives (Legacy Structure - Programming & Data) Spring 2026 Undergraduate

Fundamentals of Electronics I (ECE-UY 3114)

Credits: 4
Duration: 15 Weeks
Dates:
Credits: 4
Duration: 15 Weeks
Dates:
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed

This course focuses on circuit models and amplifier frequency response, op-amps, difference amplifier, voltage-to-current converter, slew rate, full-power bandwidth, common-mode rejection, frequency response of closed-loop amplifier, gain-bandwidth product rule, diodes, limiters, clamps and semiconductor physics. Other topics include Bipolar Junction Transistors; small-signal models, cut-off, saturation and active regions; common emitter, common base and emitter-follower amplifier configurations; Field-Effect Transistors (MOSFET and JFET); biasing; small-signal models; common-source and common gate amplifiers; and integrated circuit MOS amplifiers. The alternate-week laboratory experiments on OP-AMP applications, BJT biasing, large signal operation and FET characteristics. The course studies design and analysis of operational amplifiers; small-signal bipolar junction transistor and field-effect transistor amplifiers; diode circuits; differential pair amplifiers and semiconductor device- physics fundamentals. | Prerequisites for Brooklyn Engineering Students: EE-UY 2024 or EE-UY 2004 (C- or better) and PH-UY 2023 | Prerequisites for Abu Dhabi Students: ENGR-AD 214 and SCIEN-AD 110. | Prerequisites for Shanghai Students: EENG-SHU 251 (C- or better) and PHYS-SHU 93 or CCSC-SHU 51. ABET competencies a, b, c, e, k.

Elect. Engineering – ECE UGRD (Undergraduate)
4 credits – 15 Weeks

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) Spring 2026 Undergraduate

Communication Networks (ECE-UY 3613)

Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu

This course develops basic techniques used in communication networks. After protocol layering is introduced, algorithms and protocols are discussed for use in each of the five layers: physical, data link, network, transport and application. Specific protocols such as TCP/IP, ATM, SS7 are included. | Prerequisite for Brooklyn Engineering Students: Junior status in electrical engineering, computer engineering, or computer science. Co-requisites for Brooklyn Engineering Students: ECE-UY 2233 (EE majors) or MA-UY 2224 (CompE/CS majors) | Prerequisites for Abu Dhabi Students: ENGR-AD 194 (or co-req of MA-UY 3113) and ENGR-AD 195 (or co-req of ECE-UY 2233) . ABET competencies: a, c, e.

Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Programming & Data) Spring 2026 Undergraduate
Spring 2020

INTRO TO COMPUTER ENGINEERING (ECE-UY 1012)

This course helps students to understand computer engineering as a balance among hardware, software, applications and theory, the notion of abstraction, computer layers and how they relate to various aspects of computer engineering, implementation of abstract and physical computer layers: Number systems, digital logic, basic processor structure, instruction set architecture, machine languages, assembly languages and high-level programming in C. Other computer concepts, including compilers, operating systems and algorithms, are presented, along with the simulator concept and its usage for understanding computer design, testing and analysis. Experts present special topics in the area. Also discussed are invention, innovation, entrepreneurship and ethics in these topics and in Computer Engineering. Cross listed as CS-UY 1012. | ABET competencies: e, h, j | Prerequisite: Only first-year students are permitted to enrol in this course.

Elect. Engineering – ECE UGRD (Undergraduate)
2 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Programming & Data) Undergraduate
Spring 2020 Spring 2021

FUND OF ELEC PWR ENG FOR NON EE STUDENTS (ECE-UY 2613)

Introduction to electricity: current, voltage and electrical power. Ohm’s Law. Kirchhoff’s Laws. Electrical materials. Electrical energy generation process. Principles of AC. Bulk electrical power generation: hydroelectricity and thermoelectricity. Alternative generation sources. Synchronous Generators. Induction Motors. Transmission and distribution systems. Substations and transformers. Low-voltage networks. Industrial, commercial and residential networks and loads. Short-circuit and protection equipment. Relays and circuit breakers. Power quality. Reliability and blackouts. Physiological effects of electric currents in the human body. Exposure to low-frequency magnetic fields. National Electric Code (NEC). ANSI-IEEE Standards. IEC standards. Certification of electrical products compliance. | Prerequisite(s): MA-UY 1024/1054/1324, and MA-UY 1124/1154/1424; and PH-UY 1004 or PH-UY 1013; and PH-UY 2004 or PH-UY 2023.

Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 15 Weeks

Sections (Spring 2021)

ECE-UY 2613-000 (17003)01/28/2021 – 05/10/2021 Mon,Wed2:00 PM – 3:00 PM (Early afternoon)at Brooklyn CampusInstructed by Bochynski, Zdzislaw

IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) Undergraduate

Fundamentals of Communication Theory (ECE-UY 3404)

Credits: 4
Duration: 15 Weeks
Dates: Fri
Credits: 4
Duration: 15 Weeks
Dates: Fri,Mon,Wed

The course covers bandpass signal representation and quadrature receivers; noise in communication systems; Digital Modulation Schemes, coherent and noncoherent receivers; coding fundamentals, block and convolutional codes; higher-order modulation schemes, QAM, M-PSK; intersymbol interference and equalization techniques; and carrier and symbol synchronization. Alternate-week computer laboratory projects analyze and design computer packages. The course teaches principles of various modulation and coding techniques and their relative effectiveness under transmission-environments constraints and uses math packages to analyze and simulate communication systems. | Prerequisites for Brooklyn Engineering Students: ECE-UY 3054 (C- or better); computer engineering students may register with instructor’s approval. Co-requisite: ECE-UY 2233 (Note: Abu Dhabi students may waive ECE-UY 2233 co-requisite if they have successfully completed ENGR-AD 195 as a prerequisite) | Prerequisite for Shanghai Students: EENG-SHU 2054 (C- or better) and co-requisite of MA-UY 3012 or ECE-UY 2223. ABET competencies a, c, e, k.

Elect. Engineering – ECE UGRD (Undergraduate)
4 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) Spring 2026 Undergraduate

Electromagnetic Waves (ECE-UY 3604)

Credits: 4
Duration: 15 Weeks
Dates: Tue
Credits: 4
Duration: 15 Weeks
Dates: Tue
Credits: 4
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 4
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 4
Duration: 15 Weeks
Dates: Tue,Thu,Mon,Wed

Electromagnetic wave propagation in free space and in dielectrics, starting from a consideration of distributed inductance and capacitance on transmission lines. Electromagnetic plane waves are obtained as a special case. Reflection and transmission at discontinuities are discussed for pulsed sources, while impedance transformation and matching are presented for harmonic time dependence. Snell’s law and the reflection and transmission coefficients at dielectric interfaces are derived for obliquely propagation plane waves. Guiding of waves by dielectrics and by metal waveguides is demonstrated. Alternate-week laboratory. Objectives: Establish foundations of electromagnetic wave theory applicable to antennas, transmissions lines and materials; increase appreciation for properties of materials through physical experiments. | Prerequisites for Brooklyn Engineering Students: EE-UY 2024 or EE-UY 2004 (C- or better). | Prerequisites for Abu Dhabi Students: ENGR-AD 214. | Prerequisites for Shanghai Students: EENG-SHU 251 (C- or better). ABET competencies: a, b, c, e, k.

Elect. Engineering – ECE UGRD (Undergraduate)
4 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) Spring 2026 Undergraduate

Wireless Information Systems Laboratory II (ECE-UY 4283)

Credits: 3
Duration: 15 Weeks
Dates: Mon
Credits: 3
Duration: 15 Weeks
Dates: Mon,Fri
Credits: 3
Duration: 15 Weeks
Dates: Mon,Fri,Thu

This course includes hands-on experience with a combination of laboratory experiments, lectures and projects relating to basic and advanced topics in wireless communications. Specific topics include mixers, IQ modulation, phase locked loops, receiver design, PN code acquisition, smart antennas and RFID. | Prerequisite: EE-UY 4183

Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) Spring 2026 Undergraduate

Introduction to Machine Learning (ECE-UY 4563)

This course provides a hands on approach to machine learning and statistical pattern recognition. The course describes fundamental algorithms for linear regression, classification, model selection, support vector machines, neural networks, dimensionality reduction and clustering. The course includes computer exercises on real and synthetic data using current software tools. A number of applications are demonstrated on audio and image processing, text classification, and more. Students should have competency in computer programming. | Prerequisites: ECE-UY 2233, MA-UY 2233, MA-UY 3012, MA-UY 2224 or MA-UY 2222, MA-UY 3514

Elect. Engineering – ECE UGRD (Undergraduate)
3 credits – 14 Weeks

Sections (Fall 2025)

ECE-UY 4563-000 (3942)09/02/2025 – 12/11/2025 Mon,Wed12:00 AM – 1:00 PM (Early afternoon)at Brooklyn CampusInstructed by

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Programming & Data) Undergraduate

Fundamentals of Electronics II (ECE-UY 3124)

The course concentrates on differential and multistage amplifier, current mirrors, current sources, active loads; frequency response of MOSFET, JFET and BJT amplifiers: Bode plots; feedback amplifiers, gain-bandwidth rule and feedback effect on frequency response; Class A, B and AB output stages; op-amp analog integrated circuits; piecewise-linear transient response; determination of state of transistors; wave-shaping circuits; MOS and bipolar digital design: noise margin, fan-out, propagation delay; CMOS, TTL, ECL; and an alternate week laboratory. The course studies design and analysis of analog integrated circuits, frequency response of amplifiers, feedback amplifiers, TTL and CMOS digital integrated circuits. | Prerequisite for Brooklyn Engineering Students: EE-UY 3114. | Prerequisite for Shanghai Students: EENG-SHU 322. ABET competencies a, c, e, g, k.

Elect. Engineering – ECE UGRD (Undergraduate)
4 credits – 14 Weeks

Sections (Fall 2025)

ECE-UY 3124-000 (4046)

ECE-UY 3124-000 (4047)

ECE-UY 3124-000 (4048)

ECE-UY 3124-000 (4049)

ECE-UY 3124-000 (4045)09/02/2025 – 12/11/2025 Mon,Wed8:00 AM – 9:00 AM (Morning)at Brooklyn CampusInstructed by Knox, Michael

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Physical Computing & Experimental Interfaces) Undergraduate

Software Engineering (CS-UY 4513)

Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu

Focusing on software engineering, the course introduces techniques to specify, design, test and document medium and large software systems. Design techniques include information engineering, object orientation and complexity measures. Also covered are testing methods, such as path testing, exhaustive test models and construction of test data. An introduction to software tools and project management techniques is presented. Student projects involve team software development and tracking. | Prerequisites: Juniors or higher majoring in Computer Science, Computer Engineering or Electrical and Computer Engineering. Co-requisite: CS-UY 3224

Computer Science (Undergraduate)
3 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Programming & Data) Liberal Arts & Sciences - Electives Spring 2026 Undergraduate

Game Development Studio I (CS-UY 3233)

This class introduces the principles of 2D and 3D computer game design. Students learn about the range of game types and understand their conceptual building blocks. Students complete a structured sequence of assignments towards the design for a new game.

Computer Science (Undergraduate)
3 credits – 14 Weeks

Sections (Fall 2025)

CS-UY 3233-000 (15783)09/02/2025 – 12/11/2025 Mon,Wed12:00 AM – 1:00 PM (Early afternoon)at Brooklyn CampusInstructed by Garcia, Diego

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Programming & Data) Undergraduate
Fall 2020 Fall 2021 Fall 2022 Fall 2023

Introduction to Parallel and Distributed Systems (CS-UY 3254)

This course offers a solid grounding in the basic issues and techniques of parallel and distributed computing. The material covers the spectrum from theoretical models of parallel and distributed systems to actual programming assignments. | Prerequisite: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) and CS-UY 3224.

Computer Science (Undergraduate)
4 credits – 14 Weeks

Sections (Fall 2023)

CS-UY 3254-000 (15277)09/05/2023 – 12/15/2023 Mon,Wed12:00 AM – 1:00 PM (Early afternoon)at Brooklyn CampusInstructed by Epstein, Jeff

IMA Electives IMA Electives (Legacy Structure - Programming & Data) Undergraduate
Fall 2020 Spring 2020 Spring 2021

Engineering Problem Solving and Programming (CS-UY 1133)

This introductory course in engineering problem solving and computer programming is for all undergraduate engineering students without prior programming experience in any language. The course covers the fundamentals of computer programming and its underlying principles using the MATLAB programming language. Concepts and methods are illustrated by examples from various engineering disciplines. Useful numerical techniques and their applications to real-world problems in science and engineering are also discussed. ABET competencies: a, e, k. | Corequisite: EX-UY 1.

Computer Science (Undergraduate)
3 credits – 15 Weeks

Sections (Spring 2021)

CS-UY 1133-000 (17100)01/28/2021 – 05/10/2021 Fri9:00 AM – 10:00 AM (Morning)at Brooklyn CampusInstructed by

CS-UY 1133-000 (17101)01/28/2021 – 05/10/2021 Fri11:00 AM – 12:00 AM (Morning)at Brooklyn CampusInstructed by

CS-UY 1133-000 (17102)01/28/2021 – 05/10/2021 Fri12:00 AM – 1:00 PM (Early afternoon)at Brooklyn CampusInstructed by

CS-UY 1133-000 (17103)01/28/2021 – 05/10/2021 Fri2:00 PM – 3:00 PM (Early afternoon)at Brooklyn CampusInstructed by

CS-UY 1133-000 (16932)01/28/2021 – 05/10/2021 Mon,Wed9:00 AM – 10:00 AM (Morning)at Brooklyn CampusInstructed by

IMA Electives IMA Electives (Legacy Structure - Programming & Data) Undergraduate

Object Oriented Programming (CS-UY 2124)

Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri

This intermediate-level programming course teaches object-oriented programming in C . Topics: Pointers, dynamic memory allocation and recursion. Classes and objects including constructors, destructors, methods (member functions) and data members. Access and the interface to relationships of classes including composition, association and inheritance. Polymorphism through function overloading operators. Inheritance and templates. Use of the standard template library containers and algorithms. | Prerequisite: CS-UY 1134 (C- or better); Corequisite: EX-UY 1

Computer Science (Undergraduate)
4 credits – 15 Weeks

IMA Electives IMA Electives (Legacy Structure - Programming & Data) Liberal Arts & Sciences - Electives Spring 2026 Undergraduate

Introduction to Machine Learning (CS-UY 4563)

Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu
Credits: 3
Duration: 15 Weeks
Dates: Tue,Thu

This course provides a hands on approach to machine learning and statistical pattern recognition. The course describes fundamental algorithms for linear regression, classification, model selection, support vector machines, neural networks, dimensionality reduction and clustering. The course includes computer exercises on real and synthetic data using current software tools. A number of applications are demonstrated on audio and image processing, text classification, and more. Students should have competency in computer programming. | Prerequisite for Brooklyn Students: CS-UY 1134 AND (MA-UY 2034, MA-UY 2034G, MA-UY 1044 or MA-UY 3054) AND (MA-UY 2224, MA-UY 2222, MA-UY 2233, ECE-UY 2233, MA-UY 3012, MA-UY 3014, or MA-UY 3514) | Prerequisite for Abu Dhabi Students: (ENGR-UH 3510 or CS-UH 1050) (C- or better) AND (MATH-UH 1022 or MATH-UH 1023) AND (MATH-UH 2011Q or ENGR-UH 2010Q) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better) AND (MATH-SHU 140 or MATH-SHU 141) AND MATH-SHU 235

Computer Science (Undergraduate)
3 credits – 15 Weeks

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Programming & Data) Spring 2026 Undergraduate

Data Structures and Algorithms (CS-UY 1134)

Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri
Credits: 4
Duration: 15 Weeks
Dates: Mon,Wed,Fri

This course covers abstract data types and the implementation and use of standard data structures along with fundamental algorithms and the basics of algorithm analysis. Not open to students who have taken CS-UY 2134. | Prerequisite for Brooklyn Students: CS-UY 1114 or CS-UY 1121 (C- or better) | Prerequisite for Abu Dhabi Students: CS-UH 1001 or ENGR-UH 1000 | Prerequisite for Shanghai Students: CSCI-SHU 101 | Corequisite for all Students: EX-UY 1

Computer Science (Undergraduate)
4 credits – 15 Weeks

Fall 2025 IMA Electives IMA Electives (Legacy Structure - Programming & Data) Liberal Arts & Sciences - Electives Quantitative Reasoning Spring 2026 Undergraduate

Artificial Intelligence (CS-UY 4613)

Credits: 3
Duration: 15 Weeks
Dates: Fri

Artificial Intelligence (AI) is an important topic in computer science that has many diversified applications. It addresses one of the ultimate puzzles human are trying to solve – How is it possible for a slow, tiny brain, whether biological or electronic, to perceive, understand, predict, and manipulate a world far larger and more complicated than itself? And, how do we go about creating a machine (or computer) with those properties? To this end, researchers in the AI field have been trying to understand how seeing, learning, remembering, and reasoning could, or should be done. This course introduces students to the many concepts and techniques in artificial intelligence. | Prerequisite for Brooklyn Students: (CS-UY 2134 or CS-UY 1134) and (CS-UY 2124 or CS-UY 1124) (C- or better) | Prerequisite for Abu Dhabi Students: ENGR-UH 3510 or CS-UH 1050 (C- or better) | Prerequisite for Shanghai Students: CSCI-SHU 210 (C- or better)

Computer Science (Undergraduate)
3 credits – 15 Weeks

Expressive Culture IMA Electives IMA Electives (Legacy Structure - Programming & Data) Liberal Arts & Sciences - Electives Spring 2026 Undergraduate

Application Security (CS-UY 4753)

Credits: 3
Duration: 15 Weeks
Dates: Tue

This course addresses the design and implementation of secure applications. Concentration is on writing software programs that make it difficult for intruders to exploit security holes. The course emphasizes writing secure distributed programs in Java. The security ramifications of class, field and method visibility are emphasized. | Prerequisite: CS-UY 3923

Computer Science (Undergraduate)
3 credits – 15 Weeks

Fall 2025 Graduate IMA Electives IMA Electives (Legacy Structure - Programming & Data) Spring 2026 Undergraduate