Campuses:
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Twin Cities Campus
Computer Science M.S.Computer Science and Engineering Administration
College of Science and Engineering
Link to a list of faculty for this program.
Contact Information
Department of Computer Science and Engineering, University of Minnesota, 4-192 Keller Hall, 200 Union Street SE, Minneapolis, MN 55455 (612- 625-4002; fax: 612-625-0572)
Email:
csgradmn@umn.edu
Website: https://cse.umn.edu/cs
Along with the program-specific requirements listed below, please read the
General Information section of
this
website for requirements that apply to all major fields.
The Computer Science MS degree offers coursework from across a broad spectrum of theoretical and applied computer science and combines research opportunities in nearly all areas of the field. The graduate program's faculty members advise students in such areas as algorithms and theoretical computer science; numerical, parallel, and high-performance computing; distributed computing and systems; artificial intelligence, robotics, and computer vision; databases and data mining; human-computer interaction and information systems; graphics and visualization; software engineering and programming languages; computer architecture and compilers; networking; bioinformatics and computational biology; and computer security. In addition, students may choose a course of study that integrates research in computer science with applications in other fields. Faculty from the Department of Computer Science and Engineering also participate in a variety of other graduate programs, including bioinformatics and computational biology, health informatics, cognitive science, scientific computation, and human factors and ergonomics.
Program Delivery
Prerequisites for Admission
The preferred undergraduate GPA for admittance to the program
is 3.25.
A 4-year or equivalent undergraduate degree from an accredited university in any major with a substantial background in computer science is required; a computer science major is preferred.
Other requirements to be completed before admission:
Plan C applicants: Include a statement regarding long-term goals within industry.
International applicants interested in a teaching assistantship position must score at least 23 in both the speaking and writing portion of the TOEFL or equivalent test.
Special Application Requirements:
The program requires all applicants to complete the University's online application and to include the names and email addresses of three recommenders.
Students are accepted for fall admission only. The application deadline is March 1. The GRE test is not required and will not be accepted as part of the application.
International applicants must submit score(s) from one of the following tests:
Key to test
abbreviations
(TOEFL, IELTS, MELAB).
For an online application or for more information about graduate education admissions, see the
General Information section of this
website.
Program Requirements
Plan A: Plan A requires
21
major credits,
0
credits outside the major,
and
10
thesis credits.
The final exam is written and oral.
Plan B: Plan B requires
31
major credits and
0
credits outside the major.
The final exam is oral.
A capstone project is required.
Capstone Project:The Plan B project, completed in conjunction with CSCI 8760, demonstrates the student's familiarity with the tools of research, the capability to work independently, and the ability to effectively relate their results to their committee. A written report describing the Plan B project must be approved by the advisor.
Plan C: Plan C requires
31
major credits and
0
credits outside the
major.
There is no final exam.
A capstone project is required.
Capstone Project: Plan C students must complete a minimum of 100 hours of course-based project work, a written research report, and an oral presentation within CSCI courses taken for graduate credit.
This program may be completed with a minor.
Use of 4xxx courses towards program requirements is not permitted.
A minimum GPA of 3.25
is required for students to remain in good standing.
CSCI courses applied to degree requirements must be taken A-F if the A-F grading basis is offered.
Application of the following courses to degree requirements is restricted to a maximum combined total of 3 credits: CSCI 5991, CSCI 5994, CSCI 8991, and/or CSCI 8994.
Required Coursework (13 to 16 credits)
Breadth Courses (9 credits)
Applications Course (3 credits)
Select 3 credits from the following in consultation with the advisor:
CSCI 5115 - User Interface Design, Implementation and Evaluation
(3.0 cr)
CSCI 5123 - Recommender Systems
(3.0 cr)
CSCI 5125 - Collaborative and Social Computing
(3.0 cr)
CSCI 5127W - Embodied Computing: Design & Prototyping
[WI]
(3.0 cr)
CSCI 5271 - Introduction to Computer Security
(3.0 cr)
CSCI 5461 - Functional Genomics, Systems Biology, and Bioinformatics
(3.0 cr)
CSCI 5471 - Modern Cryptography
(3.0 cr)
CSCI 5511 - Artificial Intelligence I
(3.0 cr)
CSCI 5512 - Artificial Intelligence II
(3.0 cr)
CSCI 5521 - Machine Learning Fundamentals
(3.0 cr)
CSCI 5523 - Introduction to Data Mining
(3.0 cr)
CSCI 5551 - Introduction to Intelligent Robotic Systems
(3.0 cr)
CSCI 5561 - Computer Vision
(3.0 cr)
CSCI 5563 - Multiview 3D Geometry in Computer Vision
(3.0 cr)
CSCI 5607 - Fundamentals of Computer Graphics 1
(3.0 cr)
CSCI 5608 - Fundamentals of Computer Graphics II
(3.0 cr)
CSCI 5609 - Visualization
(3.0 cr)
CSCI 5611 - Animation & Planning in Games
(3.0 cr)
CSCI 5619 - Virtual Reality and 3D Interaction
(3.0 cr)
CSCI 5707 - Principles of Database Systems
(3.0 cr)
CSCI 5715 - From GPS, Google Maps, and Uber to Spatial Data Science
(3.0 cr)
Architecture, Systems and Software Course (3 credits)
Select 3 credits from the following in consultation with the advisor:
CSCI 5103 - Operating Systems
(3.0 cr)
CSCI 5105 - Introduction to Distributed Systems
(3.0 cr)
CSCI 5106 - Programming Languages
(3.0 cr)
CSCI 5161 - Introduction to Compilers
(3.0 cr)
CSCI 5204 - Advanced Computer Architecture
(3.0 cr)
CSCI 5211 - Data Communications and Computer Networks
(3.0 cr)
CSCI 5221 - Foundations of Advanced Networking
(3.0 cr)
CSCI 5451 - Introduction to Parallel Computing: Architectures, Algorithms, and Programming
(3.0 cr)
CSCI 5552 - Sensing and Estimation in Robotics
(3.0 cr)
CSCI 5708 - Architecture and Implementation of Database Management Systems
(3.0 cr)
CSCI 5751 - Big Data Engineering and Architecture
(3.0 cr)
CSCI 5801 - Software Engineering I
(3.0 cr)
CSCI 5802 - Software Engineering II
(3.0 cr)
Theory and Algorithms Course (3 credits)
Select 3 credits from the following in consultation with the advisor:
CSCI 5302 - Analysis of Numerical Algorithms
(3.0 cr)
CSCI 5304 - Computational Aspects of Matrix Theory
(3.0 cr)
CSCI 5421 - Advanced Algorithms and Data Structures
(3.0 cr)
CSCI 5481 - Computational Techniques for Genomics
(3.0 cr)
CSCI 5525 - Machine Learning: Analysis and Methods
(3.0 cr)
CSCI 5527 - Deep Learning: Models, Computation, and Applications
(3.0 cr)
Computer Science 8000-level Courses (3 to 6 credits)
Plan A and Plan C students select 6 credits, and Plan B students select 3 credits from the following in consultation with the advisor. CSCI 8980 can be taken multiple times if the topics are different.
CSCI 8101 - Advanced Operating Systems
(3.0 cr)
CSCI 8102 - Foundations of Distributed Computing
(3.0 cr)
CSCI 8115 - Human-Computer Interaction and User Interface Technology
(3.0 cr)
CSCI 8117 - Understanding the Social Web
(3.0 cr)
CSCI 8161 - Advanced Compiler Techniques
(3.0 cr)
CSCI 8205 - Parallel Computer Organization
(3.0 cr)
CSCI 8211 - Advanced Computer Networks and Their Applications
(3.0 cr)
CSCI 8271 - Security and Privacy in Computing
(3.0 cr)
CSCI 8314 - Sparse Matrix Computations
(3.0 cr)
CSCI 8363 - Numerical Linear Algebra in Data Exploration
(3.0 cr)
CSCI 8442 - Computational Geometry and Applications
(3.0 cr)
CSCI 8523 - AI for Earth: Monitoring Changes in the Environment via Deep Learning
(3.0 cr)
CSCI 8551 - Intelligent Agents
(3.0 cr)
CSCI 8581 - Big Data in Astrophysics
(4.0 cr)
CSCI 8701 - Overview of Database Research
(3.0 cr)
CSCI 8715 - Spatial Data Science Research
(3.0 cr)
CSCI 8725 - Databases for Bioinformatics
(3.0 cr)
CSCI 8735 - Advanced Database Systems
(3.0 cr)
CSCI 8801 - Advanced Software Engineering
(3.0 cr)
CSCI 8980 - Special Advanced Topics in Computer Science
(1.0-3.0 cr)
Electives (5-15 credits)
Plan A students select 5 credits, and Plan B and Plan C students select 15 credits from the following in consultation with the advisor to meet the minimum number of course credits required. Other courses may be applied to this requirement with director of graduate studies approval. CSCI 5980 can be taken multiple times if the topics are different.
Computer Science Electives
CSCI 5103 - Operating Systems
(3.0 cr)
CSCI 5105 - Introduction to Distributed Systems
(3.0 cr)
CSCI 5106 - Programming Languages
(3.0 cr)
CSCI 5115 - User Interface Design, Implementation and Evaluation
(3.0 cr)
CSCI 5117 - Developing the Interactive Web
(3.0 cr)
CSCI 5123 - Recommender Systems
(3.0 cr)
CSCI 5125 - Collaborative and Social Computing
(3.0 cr)
CSCI 5143 - Real-Time and Embedded Systems
(3.0 cr)
CSCI 5161 - Introduction to Compilers
(3.0 cr)
CSCI 5204 - Advanced Computer Architecture
(3.0 cr)
CSCI 5211 - Data Communications and Computer Networks
(3.0 cr)
CSCI 5271 - Introduction to Computer Security
(3.0 cr)
CSCI 5302 - Analysis of Numerical Algorithms
(3.0 cr)
CSCI 5304 - Computational Aspects of Matrix Theory
(3.0 cr)
CSCI 5421 - Advanced Algorithms and Data Structures
(3.0 cr)
CSCI 5451 - Introduction to Parallel Computing: Architectures, Algorithms, and Programming
(3.0 cr)
CSCI 5461 - Functional Genomics, Systems Biology, and Bioinformatics
(3.0 cr)
CSCI 5481 - Computational Techniques for Genomics
(3.0 cr)
CSCI 5511 - Artificial Intelligence I
(3.0 cr)
CSCI 5512 - Artificial Intelligence II
(3.0 cr)
CSCI 5521 - Machine Learning Fundamentals
(3.0 cr)
CSCI 5523 - Introduction to Data Mining
(3.0 cr)
CSCI 5525 - Machine Learning: Analysis and Methods
(3.0 cr)
CSCI 5527 - Deep Learning: Models, Computation, and Applications
(3.0 cr)
CSCI 5551 - Introduction to Intelligent Robotic Systems
(3.0 cr)
CSCI 5552 - Sensing and Estimation in Robotics
(3.0 cr)
CSCI 5561 - Computer Vision
(3.0 cr)
CSCI 5563 - Multiview 3D Geometry in Computer Vision
(3.0 cr)
CSCI 5607 - Fundamentals of Computer Graphics 1
(3.0 cr)
CSCI 5608 - Fundamentals of Computer Graphics II
(3.0 cr)
CSCI 5609 - Visualization
(3.0 cr)
CSCI 5611 - Animation & Planning in Games
(3.0 cr)
CSCI 5619 - Virtual Reality and 3D Interaction
(3.0 cr)
CSCI 5707 - Principles of Database Systems
(3.0 cr)
CSCI 5708 - Architecture and Implementation of Database Management Systems
(3.0 cr)
CSCI 5715 - From GPS, Google Maps, and Uber to Spatial Data Science
(3.0 cr)
CSCI 5801 - Software Engineering I
(3.0 cr)
CSCI 5802 - Software Engineering II
(3.0 cr)
CSCI 5980 - Special Topics in Computer Science
(1.0-3.0 cr)
CSCI 5991 - Independent Study
(1.0-3.0 cr)
CSCI 5994 - Directed Research
(1.0-3.0 cr)
CSCI 8115 - Human-Computer Interaction and User Interface Technology
(3.0 cr)
CSCI 8205 - Parallel Computer Organization
(3.0 cr)
CSCI 8211 - Advanced Computer Networks and Their Applications
(3.0 cr)
CSCI 8271 - Security and Privacy in Computing
(3.0 cr)
CSCI 8363 - Numerical Linear Algebra in Data Exploration
(3.0 cr)
CSCI 8551 - Intelligent Agents
(3.0 cr)
CSCI 8715 - Spatial Data Science Research
(3.0 cr)
CSCI 8735 - Advanced Database Systems
(3.0 cr)
CSCI 8991 - Independent Study
(1.0-3.0 cr)
CSCI 8994 - Directed Research in Computer Science
(1.0-3.0 cr)
Other Electives
AEM 5401 - Intermediate Dynamics
(3.0 cr)
AEM 5451 - Optimal Estimation
(3.0 cr)
AEM 8411 - Advanced Dynamics
(3.0 cr)
AEM 8423 - Convex Optimization Methods in Control
(3.0 cr)
BMEN 5001 - Advanced Biomaterials
(3.0 cr)
BMEN 5201 - Advanced Biomechanics
(3.0 cr)
BMEN 5701 - Cancer Bioengineering
(3.0 cr)
BMEN 8151 - Biomedical Electronics and Implantable Microsystems
(3.0 cr)
CEGE 8211 - Theory of Traffic Flow
(4.0 cr)
EE 5231 - Linear Systems and Control
(3.0 cr)
EE 5235 - Robust Control System Design
(3.0 cr)
EE 5239 - Introduction to Nonlinear Optimization
(3.0 cr)
EE 5251 - Optimal Filtering and Estimation
(3.0 cr)
EE 5301 - VLSI Design Automation I
(3.0 cr)
EE 5333 - Analog Integrated Circuit Design
(3.0 cr)
EE 5351 - Applied Parallel Programming
(3.0 cr)
EE 5355 - Algorithmic Techniques for Scalable Many-core Computing
(3.0 cr)
EE 5364 - Advanced Computer Architecture
(3.0 cr)
EE 5371 - Computer Systems Performance Measurement and Evaluation
(3.0 cr)
EE 5373 - Data Modeling Using R
(1.0 cr)
EE 5393 - Circuits, Computation, and Biology
(3.0 cr)
EE 5505 - Wireless Communication
(3.0 cr)
EE 5531 - Probability and Stochastic Processes
(3.0 cr)
EE 5542 - Adaptive Digital Signal Processing
(3.0 cr)
EE 5581 - Information Theory and Coding
(3.0 cr)
EE 5585 - Data Compression
(3.0 cr)
EE 5653 - Physical Principles of Magnetic Materials
(3.0 cr)
EE 5741 - Advanced Power Electronics
(3.0 cr)
EE 8231 - Optimization Theory
(3.0 cr)
EE 8367 - Parallel Computer Organization
(3.0 cr)
EE 5571 - Statistical Learning and Inference
(3.0 cr)
EE 8591 - Predictive Learning from Data
(3.0 cr)
IE 5531 - Engineering Optimization I
(4.0 cr)
IE 5532 - Stochastic Models
(4.0 cr)
MATH 5075 - Mathematics of Options, Futures, and Derivative Securities I
(4.0 cr)
MATH 5165 - Mathematical Logic I
(4.0 cr)
MATH 5248 - Cryptology and Number Theory
(4.0 cr)
MATH 5251 - Error-Correcting Codes, Finite Fields, Algebraic Curves
(4.0 cr)
MATH 5335 - Geometry I
(4.0 cr)
MATH 5385 - Introduction to Computational Algebraic Geometry
(4.0 cr)
MATH 5447 - Theoretical Neuroscience
(4.0 cr)
MATH 5467 - Introduction to the Mathematics of Image and Data Analysis
(4.0 cr)
MATH 5485 - Introduction to Numerical Methods I
(4.0 cr)
MATH 5486 - Introduction To Numerical Methods II
(4.0 cr)
MATH 5651 - Basic Theory of Probability and Statistics
(4.0 cr)
MATH 5652 - Introduction to Stochastic Processes
(4.0 cr)
MATH 5654 - Prediction and Filtering
(4.0 cr)
MATH 5705 - Enumerative Combinatorics
(4.0 cr)
MATH 5707 - Graph Theory and Non-enumerative Combinatorics
(4.0 cr)
MATH 5711 - Linear Programming and Combinatorial Optimization
(4.0 cr)
MATH 8211 - Commutative and Homological Algebra
(3.0 cr)
MATH 8212 - Commutative and Homological Algebra
(3.0 cr)
MATH 8253 - Algebraic Geometry
(3.0 cr)
MATH 8254 - Algebraic Geometry
(3.0 cr)
MATH 8270 - Topics in Algebraic Geometry
(1.0-3.0 cr)
MATH 8301 - Manifolds and Topology
(3.0 cr)
MATH 8302 - Manifolds and Topology
(3.0 cr)
MATH 8306 - Algebraic Topology
(3.0 cr)
MATH 8307 - Algebraic Topology
(3.0 cr)
MATH 8365 - Riemannian Geometry
(3.0 cr)
MATH 8441 - Numerical Analysis and Scientific Computing
(3.0 cr)
MATH 8501 - Differential Equations and Dynamical Systems I
(3.0 cr)
MATH 8601 - Real Analysis
(3.0 cr)
MATH 8602 - Real Analysis
(3.0 cr)
MATH 8651 - Theory of Probability Including Measure Theory
(3.0 cr)
MATH 8991 - Independent Study
(1.0-6.0 cr)
ME 5241 - Computer-Aided Engineering
(4.0 cr)
ME 5243 - Advanced Mechanism Design
(4.0 cr)
ME 8253 - Computational Nanomechanics
(3.0 cr)
ME 8390 - Advanced Topics in the Thermal Sciences : Biostabilization in Biomedicine, and Biotechnology
(1.0-3.0 cr)
ME 8794 - Mechanical Engineering Research
(1.0-4.0 cr)
MSBA 6321 - Data Management, Databases, and Data Warehousing
(3.0 cr)
MSBA 6331 - Big Data Analytics
(3.0 cr)
MSBA 6421 - Predictive Analytics
(3.0 cr)
STAT 5021 - Statistical Analysis
(4.0 cr)
STAT 5101 - Theory of Statistics I
(4.0 cr)
STAT 5102 - Theory of Statistics II
(4.0 cr)
STAT 5302 - Applied Regression Analysis
(4.0 cr)
STAT 5303 - Designing Experiments
(4.0 cr)
STAT 5421 - Analysis of Categorical Data
(3.0 cr)
STAT 5511 - Time Series Analysis
(3.0 cr)
STAT 5701 - Statistical Computing
(3.0 cr)
STAT 8051 - Advanced Regression Techniques: linear, nonlinear and nonparametric methods
(3.0 cr)
STAT 8053 - Applied Statistical Methods 3: Multivariate Analysis and Advanced Regression
(3.0 cr)
STAT 8101 - Theory of Statistics 1
(3.0 cr)
STAT 8102 - Theory of Statistics 2
(3.0 cr)
STAT 8931 - Advanced Topics in Statistics
(3.0 cr)
STAT 8932 - Advanced Topics in Statistics
(3.0 cr)
STAT 8933 - Advanced Topics in Statistics
(3.0 cr)
Plan Options
Plan A
-OR-
Plan B
-OR-
Plan C
At least 2 courses from the lists above, selected in consultation with the advisor to meet the 31-credit requirement, must be project courses. Possible courses include the following:
Project Coursework
CSCI 5115 - User Interface Design, Implementation and Evaluation
(3.0 cr)
CSCI 5117 - Developing the Interactive Web
(3.0 cr)
CSCI 5127W - Embodied Computing: Design & Prototyping
[WI]
(3.0 cr)
CSCI 5204 - Advanced Computer Architecture
(3.0 cr)
CSCI 5221 - Foundations of Advanced Networking
(3.0 cr)
CSCI 5271 - Introduction to Computer Security
(3.0 cr)
CSCI 5471 - Modern Cryptography
(3.0 cr)
CSCI 5481 - Computational Techniques for Genomics
(3.0 cr)
CSCI 5511 - Artificial Intelligence I
(3.0 cr)
CSCI 5525 - Machine Learning: Analysis and Methods
(3.0 cr)
CSCI 5551 - Introduction to Intelligent Robotic Systems
(3.0 cr)
CSCI 5552 - Sensing and Estimation in Robotics
(3.0 cr)
CSCI 5561 - Computer Vision
(3.0 cr)
CSCI 5608 - Fundamentals of Computer Graphics II
(3.0 cr)
CSCI 5609 - Visualization
(3.0 cr)
CSCI 5611 - Animation & Planning in Games
(3.0 cr)
CSCI 5619 - Virtual Reality and 3D Interaction
(3.0 cr)
CSCI 5707 - Principles of Database Systems
(3.0 cr)
CSCI 5980 - Special Topics in Computer Science
(1.0-3.0 cr)
CSCI 5991 - Independent Study
(1.0-3.0 cr)
CSCI 5994 - Directed Research
(1.0-3.0 cr)
CSCI 8115 - Human-Computer Interaction and User Interface Technology
(3.0 cr)
CSCI 8205 - Parallel Computer Organization
(3.0 cr)
CSCI 8211 - Advanced Computer Networks and Their Applications
(3.0 cr)
CSCI 8363 - Numerical Linear Algebra in Data Exploration
(3.0 cr)
CSCI 8442 - Computational Geometry and Applications
(3.0 cr)
CSCI 8551 - Intelligent Agents
(3.0 cr)
CSCI 8715 - Spatial Data Science Research
(3.0 cr)
CSCI 8735 - Advanced Database Systems
(3.0 cr)
CSCI 8980 - Special Advanced Topics in Computer Science
(1.0-3.0 cr)
CSCI 8991 - Independent Study
(1.0-3.0 cr)
CSCI 8994 - Directed Research in Computer Science
(1.0-3.0 cr)
Program Sub-plans
A sub-plan is not required for this program.
Students may not complete the program with more than one sub-plan.
Integrated B.S.Comp.Sc./M.S. - Computer Science
The Department of Computer Science and Engineering offers an integrated bachelor of science in computer science (BSCompSc) and master of science (MS). The integrated BSCompSc/MS program offers students the opportunity to earn both degrees in five years. The combined program offers several advantages: streamlined admissions from the undergraduate to the graduate program; flexibility in fulfilling required courses for both degrees during the senior year; eligibility for graduate assistantships and fellowships; and financial savings by allowing up to 16 graduate credits to be completed at the undergraduate tuition rate. Eligible applicants must be University undergraduates who have completed a majority of the required upper division courses for their BSCompSc degree, with a minimum technical GPA of 3.50 or a strong recommendation from a Computer Science and Engineering faculty member.
Both the BSCompSc and MS degrees must be completed in their entirety, with no courses shared between them. The graduate degree cannot be earned before the undergraduate requirements are satisfied. Students must spend a minimum of two semesters as a graduate student after the completion of their undergraduate degree.
Integrated B.Comp.E./M.S. - Computer Science
The Department of Computer Science and Engineering offers an integrated bachelor of computer engineering (BCompE) and master of science (MS). Benefits, eligibility requirements, and degree-completion requirements outlined for the integrated BSCompSc/MS program also apply to the BCompE/MS.
Integrated B.A.-Computer Science /M.S. - Computer Science
The Department of Computer Science and Engineering offers an integrated bachelor of arts (BA) and master of science (MS) in computer science. Benefits, eligibility requirements, and degree-completion requirements outlined for the integrated BSCompSc/MS program also apply to the BA/MS.
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Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Odd Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4511W/CSci 5511 |
Prerequisites: | [2041 or #], grad student |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 5512W/CSci 5512 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Odd Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Odd Year |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4707/CSci 5707/INET 4707 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 5204/EE 5364 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4211/CSci 5211/INET 4002 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Prerequisites: | 2041 or # |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 1.0 [max 1.0] |
Grading Basis: | S-N or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 8205/EE 8367 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Ast/Stat/CSci 8581/Phys 8581 |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 1.0 -3.0 [max 27.0] |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Odd Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 5204/EE 5364 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4211/CSci 5211/INET 4002 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4511W/CSci 5511 |
Prerequisites: | [2041 or #], grad student |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 5512W/CSci 5512 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Odd Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Odd Year |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4707/CSci 5707/INET 4707 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Prerequisites: | 2041 or # |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 1.0 -3.0 [max 27.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 8205/EE 8367 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | AEM 5451/EE 5251 |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | AEM 5451/EE 5251 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Odd Year |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 5204/EE 5364 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | EE 5371/5863 |
Typically offered: | Periodic Fall & Spring |
Credits: | 1.0 [max 1.0] |
Grading Basis: | A-F only |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 8205/EE 8367 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4152/5165 |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 5651/Stat 5101 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Spring |
Credits: | 1.0 -3.0 [max 12.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 1.0 -6.0 [max 24.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | ME 8253/SCIC 8253 |
Prerequisites: | CSE grad student |
Typically offered: | Every Spring |
Credits: | 1.0 -3.0 [max 18.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 1.0 -4.0 [max 4.0] |
Grading Basis: | S-N only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Prerequisites: | (Stat 5102 or Stat 8102) and (Stat 5302 or STAT 8051) or consent |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Prerequisites: | PhD student in stat or DGS permission and 8052 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 12.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 12.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 12.0] |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 -18.0 [max 50.0] |
Grading Basis: | No Grade |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Grading Basis: | S-N or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 5204/EE 5364 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4511W/CSci 5511 |
Prerequisites: | [2041 or #], grad student |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Odd Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Odd Year |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4707/CSci 5707/INET 4707 |
Typically offered: | Every Fall |
Credits: | 1.0 -3.0 [max 27.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 8205/EE 8367 |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall |
Credits: | 1.0 -3.0 [max 27.0] |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |
Credits: | 1.0 -3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |