Machine Learning and data science required courses

E C E 204 Data Science & Engineering 13
E C E 331 Introduction to Random Signal Analysis and Statistics 23
E C E/​COMP SCI/​M E  532 Matrix Methods in Machine Learning 13
E C E/​COMP SCI/​M E  539 Introduction to Artificial Neural Networks 33
COMP SCI 564 Database Management Systems: Design and Implementation 44
Total Credits16

machine learning and data science elective

Choose one as an Advanced, Professional, or Free Elective:3-4
Digital Signal Processing 1
Introduction to Optimization 1
Image Processing 1
Probability and Information Theory in Machine Learning
Web Programming
Linear Optimization 1
Introduction to Artificial Intelligence
Medical Image Analysis 1
Introduction to Bioinformatics
Introduction to Algorithms
Fundamentals of Industrial Data Analytics
Machine Learning in Action for Industrial Engineers
Data and Algorithms: Ethics and Policy
Introduction to Stochastic Processes 1
An Introduction to Brownian Motion and Stochastic Calculus 1
Introduction to Computational Materials Science and Engineering 1
Applied Categorical Data Analysis 1
Statistical Experimental Design 1
Applied Multivariate Analysis 1
Financial Statistics 1

SAMPLE FOUR-YEAR PLAN

First Year
FallCreditsSpringCredits
MATH 2215MATH 2224
E C E/​COMP SCI  2523PHYSICS 2015
CHEM 1034E C E 2043
Liberal Studies Elective3Communications A3
 15 15
Second Year
FallCreditsSpringCredits
E C E 2033MATH/​COMP SCI  2403
E C E 2102E C E 2192
E C E/​COMP SCI  3523E C E 2304
MATH 2344E C E 2701
PHYSICS 2025COMP SCI 3003
 Liberal Studies Elective3
 17 16
Third Year
FallCreditsSpringCredits
E C E 3533E C E 3151
E C E 2203E C E 3313
E C E 3403E C E 5513
E C E/​COMP SCI  3543Circuits Elective3
COMP SCI 4003INTEREGR 397 (was EPD 397)3
 Liberal Studies Elective3
 15 16
Fourth Year
FallCreditsSpringCredits
E C E 453, 454, or 5544COMP SCI 5644
E C E/​COMP SCI/​M E  5323E C E/​COMP SCI/​M E  5393
Computer Engineering or Profesional Elective3Liberal Studies Elective3
Liberal Studies Elective3Machine Learning and Data Science Elective3
 13 13
Total Credits 120