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ECE 512 Data Science from a Signal Processing Perspective
Topics covered will include modeling by minimum description length, scientific programming, optimization, machine learning basics, sparse signal processing, and dimensionality reduction.
P: 贰颁贰听301 or equivalent (Fourier transforms), 贰颁贰听410 or 510 (analog to digital conversion, filters), probability, linear algebra, calculus.
Typically offered in Fall only
Computer Engineering (BS): Artificial Intelligence and Machine Learning Concentration
...ECE 402, 410/510, 411, 420, 425, 512), networking (ECE 407, 470), embedded systems (ECE...
Computer Engineering (BS): Embedded Systems Concentration
...512), networking (ECE 407, 470), biomedical instrumentation (ECE 418), hardware design (ECE 464/564, ECE...
Electrical Engineering (BS): Communications and Signal Processing Concentration
...ECE 411, ECE 420, ECE 422, ECE 423, ECE 424, ECE 425, or ECE 512...
Electrical Engineering (BS): Artificial Intelligence and Machine Learning Concentration
...ECE 453), communications and signal processing (ECE 402, 407, 410/510, 411, 420, 425, 512...
Computer Engineering (BS): Computer Architecture and Emerging Systems Concentration
...405, 415/515), compilers (CSC 412/512), networking (ECE 453), and parallel systems(CSC 548...
Computer Engineering (BS): Computer Systems Software Concentration
...security (CSC 405), compilers (CSC 412/512), networking (ECE 453), and parallel systems(CSC 548...