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
MATH 320 Linear Algebra and Differential Equations 13
or MATH 340 Elementary Matrix and Linear Algebra
or MATH 341 Linear Algebra
E C E/​COMP SCI/​M E  532 Matrix Methods in Machine Learning 33
E C E/​COMP SCI/​I SY E  524 Introduction to Optimization3
Total Credits15

MACHINE LEARNING AND DATA SCIENCE ELECTIVE

Choose one as an Advanced or Professional Elective:3-4
Digital Signal Processing
Image Processing
Introduction to Artificial Neural Networks
Probability and Information Theory in Machine Learning
Web Programming
Linear Optimization
Introduction to Artificial Intelligence
Database Management Systems: Design and Implementation 1
Medical Image Analysis 1
Introduction to Bioinformatics
Introduction to Algorithms 1
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 2215PHYSICS 2015
CHEM 1034MATH 2224
E C E 2102Communication A or Liberal Studies Elective3
Liberal Studies Elective or Communication A3E C E/​COMP SCI  2523
 14 15
Second Year
FallCreditsSpringCredits
PHYSICS 2025COMP SCI 3003
MATH 2344E C E 2192
E C E 2033E C E 2304
E C E 2043E C E 3303
 E C E 2701
 15 13
Third Year
FallCreditsSpringCredits
E C E/​PHYSICS  2353ECE Advanced Elective3
E C E 3313INTEREGR 397 (was EPD 397)3
E C E 3403Liberal Studies Elective3
E C E 2711EE Advanced Lab (3XX)1
E C E 2203Liberal Studies Elective3
E C E/​COMP SCI  3523MATH 3203
 16 16
Fourth Year
FallCreditsSpringCredits
E C E/​COMP SCI/​I SY E  5243ECE Advanced Elective (4XX)3
E C E 3702ECE Advanced Elective (4XX)3
ECE Advanced Elective3Machine Learning and Data Science Elective3
ECE Advanced Elective4E C E/​COMP SCI/​M E  5323
Liberal Studies Elective3Liberal Studies Elective3
EE Advanced Lab (3XX)1 
 16 15
Total Credits 120