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Master's

Master of Science in Electrical and Computer Engineering: Machine Learning and Signal Processing

University of Wisconsin-Madison Electrical and Computer Engineering 28 courses 30 total credits

About This Program

The Electrical and Computer Engineering Department (ECE) offers the Electrical and Computer Engineering MS-Machine Learning and Signal Processing (MLSP) named option program which is intended for students looking for an advanced entry into a data science career in industry.

Degree Requirements

Total Credits 30 credits

Required Seminar

Code Course Title Credits
E C E 610 Seminar in Electrical and Computer Engineering 1

Electives

Code Course Title Credits
E C E 431 Digital Signal Processing 3
E C E 436 Communication Systems I 3
E C E 437 Communication Systems II 3
E C E 524 Introduction to Optimization 3
E C E 532 Matrix Methods in Machine Learning 3
E C E 533 Image Processing 3
E C E 539 Introduction to Artificial Neural Networks 3
E C E 561 Probability and Information Theory in Machine Learning 3
E C E 570 Ethics of Data for Engineers 3
E C E 601 Special Topics in Electrical and Computer Engineering 1-4
E C E 717 Linear Systems 3
E C E 729 Information Theory 3
E C E 730 Probability and Random Processes 3
E C E 734 Vlsi Array Structures for Digital Signal Processing 3
E C E 735 Signal Synthesis and Recovery Techniques 3
E C E 736 Wireless Communications 3
E C E 738 Advanced Digital Image Processing 3
E C E 760 Machine Learning 3
E C E 761 Mathematical Foundations of Machine Learning 3
E C E 766 Computer Vision 3
E C E 778 Machine Learning in Ultrasound Imaging 3
E C E 817 Nonlinear Systems 3
E C E 861 Theoretical Foundations of Machine Learning 3
E C E 888 Topics in Mathematical Data Science 1-3
E C E 901 Special Topics in Electrical and Computer Engineering 1-3

Other Course Requirements

Code Course Title Credits
E C E 699 Advanced Independent Study 1-6
E C E 702 Graduate Cooperative Education Program 1-2

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Program and course information is reproduced from each university's published academic catalog for informational purposes and may change. Always confirm current requirements with your university. We are an independent academic support service and are not affiliated with or endorsed by the universities listed.

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