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Data-driven Analysis and Computation
Take at least two courses from:
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ECBM E4040: Neural networks and deep learning;
EECS E4764: Internet of things – intelligent and connected
systems;
ELEN E4810: Digital Signal Processing
ELEN E4903: Topic: Machine learning (or equivalent);
EEOR E6616: Convex optimization;
EECS E6893: Topic: Big data analytics
Take at least one course from:
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ECBM E6040: Neural networks and deep learning research;
EECS E6720: Bayesian models for machine learning;
EECS E6765: Internet of things - systems and physical data
analytics;
EECS E6895: Topic: Advanced big data analytics
Take a second course from #3, or one course from:
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ECBM E4060: Introduction to Genomic Information Science and
Technology
ECBM E6070: Topics in Neuroscience and Deep Learning
ELEN E6690: Topics in data-driven analysis and computation
ELEN E6886: Sparse representation and high-dimensional
geometry
ELEN E9601: Seminar in data-driven analysis and computation
Networking
1. One basic networking course from the following:
o ELEN E6761: Computer communication networks I
o CSEE W4119: Computer networks
2. One basic systems or analytical course from the following:
o Systems courses:
 CSEE E4140: Networking laboratory
 COMS 4113: Distributed Systems
 COMS W4118: Operating systems I
o Analytical courses:
 ELEN E6772: Topic: Network Algorithms
 ELEN E6950: Wireless and mobile networking
 ICSEE 6180: Modeling and Performance Evaluation
3. Three courses from the following list (but a course cannot be used to
fulfill both this requirement and any of the above requirements).
o ELEN E6488 Optical interconnects and interconnection
networks
o ELEN E6761: Computer communication networks I
o ELEN E6767: Internet Econ, Eng & Society
o ELEN E6770: Topic: Next Gen networks
o ELEN E6772: Topic: Network Algorithms
o ELEN E6775: Topic: Computer Networks: A Systems Approach
o ELEN E6776: Topic: content distribution networks.
o ELEN E6950: Wireless and mobile networking I
o EEOR E4650: Convex optimization for EE
o EEOR E6616: Convex optimization
o CSEE E4140: Networking laboratory
o CSEE E4951: Wireless and mobile networks and systems.
o CSEE 6180: Modeling and Performance Evaluation
o COMS W4180: Network security
o COMS 4995: Internet Technology, Economics and Policy
o COMS 6181: Advanced Internet Services
o COMS E6998: Cloud Computing and Big Data
o IEOR E6704: Queueing theory
o IEOR E4106: Stochastic models
o With adviser approval, other relevant advanced topic courses on
networking topics from ELEN E677*, COMS 4995, COMS
E6998, or other course numbers may be used to fulfill this
requirement.
4. At least two of the four courses used to fulfill requirements 3 and 4
must be 6000-level ELEN, EECS, CSEE, or EEOR courses.
Wireless and Mobile Communication
1. One basic circuits course such as:
o ELEN E4312: Analog electric circuits;
o ELEN E4314: Communication circuits;
o ELEN E6314: Advanced communication circuits;
o ELEN E6312: Advanced analog ICs.
2. Two communications or networking courses such as:
o CSEE W4119: Computer networks;
o ELEN E4702: Digital communications;
o ELEN E4703: Wireless communications;
o ELEN E6711: Stochastic signals and noise;
o ELEN E4810: Digital signal processing;
ELEN E6950: Wireless and mobile networking, I;
ELEN E6951: Wireless and mobile networking, II;
o ELEN E6761: Computer communication networks, I;
o ELEN E6712: Communication theory;
o ELEN E6713: Topics in communications;
o ELEN E6717: Information theory;
o ELEN E677x: Topics in telecommunication networks.
3. At least two additional approved courses in wireless communications or
a related area.
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Integrated Circuit ands Systems
1. One digital course from: EECS E4321: Digital VLSI circuits or EECS
E6321: Advanced digital electronic circuits.
2. One analog course from:
o ELEN E4312: Analog electronic circuits;
o ELEN E6312: Advanced analog integrated circuits;
o ELEN E6316: Analog circuits and systems in VLSI;
o ELEN E4314: Communication circuits;
o ELEN E6314: Advanced communication circuits;
o ELEN E6320: Millimeter-wave IC design.
3. Two additional courses such as:
o Other courses from 2. and 3.;
o ELEN E6350: VLSI design laboratory;
o ELEN E6304: Topics in electronic circuits;
o ELEN E6318: Microwave circuit design;
o ELEN E9303: Seminar in electronic circuits.
4. At least one additional approved course in integrated circuits and
systems or a related area.
Microelectronic Devices
1. One basic course such as: ELEN E4301: Introduction to semiconductor
devices or ELEN E4411: Fundamentals of photonics.
2. One advanced course such as:
o ELEN E4193: Modern display science and technology;
o ELEN E4944: Principles of device microfabrication;
o ELEN E4503: Sensors, actuators, and electromechanical
systems;
o ELEN E6151: Surface physics and analysis of electronic
materials;
ELEN E6331: Principles of semiconductor physics, I;
ELEN E6332: Principles of semiconductor physics, II;
o ELEN E6333: Semiconductor device physics;
o ELEN E6945: Nanoscale fabrication and devices.
3. At least two other approved courses in devices or a related area.
Options also include courses outside EE such as:
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APPH E4090: Nanotechnology;
o APPH E4100: Quantum physics of matter;
o APPH E4110: Modern optics;
o CHAP E4120: Statistical mechanics;
o APPH E4112: Laser physics;
o APPH E4130: Physics of solar energy;
o APPH E6081: Solid state physics, I;
o APPH E6082: Solid state physics, II;
o APPH E6091: Magnetism and magnetic materials;
o APPH E6110: Laser interactions with matter;
o MSAE E4202: Thermodynamics and reactions in solids;
o MSAE E4206: Electronic and magnetic properties of solids;
o MSAE E4207: Lattice vibrations and crystal defects;
o MSAE E6120: Grain boundaries and interfaces;
o MSAE E6220: Crystal physics;
o MSAE E6229: Energy and particle beam processing of
materials;
o MSAE E6225: Techniques in X-ray and neutron diffraction.
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