Campuses:
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Twin Cities Campus
Computer Science B.S. Comp.Sc.Computer Science and Engineering Administration
College of Science and Engineering
Computer science is concerned with the study of hardware, software, and theoretical aspects of high-speed computing devices and with the application of these devices to scientific, technological, and business problems.
A bachelor's degree gives students a basic understanding of computer science. After completing a required set of fundamental courses, students arrange their subsequent work around one of several upper division tracks within either computer science or an interdisciplinary area involving computer applications. The degree prepares students for graduate work or for various industrial, governmental, and business positions involving the use of computers.
The B.S. more upper division credits in computer science and related areas allowing the student to pursue more deeply a particular area of computer science and tailor the degree to a specific area of interest. For students who are more likely to practice in an area that is highly specialized or technical, the B.S. may provide a better background than our B.A. in Computer Science.
Program Delivery
This program is available:
Admission Requirements
Students must complete
5 courses
before admission to the program.
Freshman and transfer students are usually admitted to pre-major status
before admission to this major.
For information about University of Minnesota admission requirements, visit the
Office of Admissions
website.
Required prerequisites
Mathematics Core
Calculus I
MATH 1271 - Calculus I
[MATH]
(4.0 cr)
or
MATH 1371 - CSE Calculus I
[MATH]
(4.0 cr)
or
MATH 1571H - Honors Calculus I
[MATH]
(4.0 cr)
Calculus II
MATH 1272 - Calculus II
(4.0 cr)
or
MATH 1372 - CSE Calculus II
(4.0 cr)
or
MATH 1572H - Honors Calculus II
(4.0 cr)
Additional Math
Discrete Structures of Computer Science
CSCI 2011 - Discrete Structures of Computer Science
(4.0 cr)
or
CSCI 2011H - Honors Discrete Structures of Computer Science
(4.0 cr)
or
Acceptable Substitution Combination
Students pursuing this substitution option will need to contact the departmental advisors (csciug@umn.edu) after their grade posts for MATH 4707 so an exception can be made to count the course towards their upper division track.
MATH 3283W - Sequences, Series, and Foundations: Writing Intensive
[WI]
(4.0 cr)
MATH 4707 - Introduction to Combinatorics and Graph Theory
(4.0 cr)
Required prerequisites
Computer Science Introductory Core
Computer Science Foundation Courses
Option 1 (Preferred)
Subgroup 0
CSCI 1133 - Introduction to Computing and Programming Concepts
(4.0 cr)
or
CSCI 1133H - Honors Introduction to Computing and Programming Concepts
(4.0 cr)
Subgroup 1
CSCI 1933 - Introduction to Algorithms and Data Structures
(4.0 cr)
or
CSCI 1933H - Honors Introduction to Algorithms and Data Structures
(4.0 cr)
or
Option 2
CSCI 1103 - Introduction to Computer Programming in Java
(4.0 cr)
or
CSCI 1113 - Introduction to C/C++ Programming for Scientists and Engineers
(4.0 cr)
CSCI 1913 - Introduction to Algorithms, Data Structures, and Program Development
(4.0 cr)
General Requirements
All students in baccalaureate degree programs are required to complete general University and college requirements including writing and liberal education courses. For more information about University-wide requirements, see the
liberal education requirements.
Required courses for the major, minor or certificate in which a student receives a D grade (with or without plus or minus) do not count toward the major, minor or certificate (including transfer courses).
Program Requirements
All freshmen in the College of Science and Engineering must complete CSE 1001: First-Year Experience.
At least 19 upper-division credits in the major must be taken at the University of Minnesota Twin Cities campus.
Science Core
PHYS 1301W - Introductory Physics for Science and Engineering I
[PHYS, WI]
(4.0 cr)
or
PHYS 1401V - Honors Physics I
[PHYS, WI]
(4.0 cr)
Take 1 or more course(s) from the following:
·
ESCI 2201 - Solid Earth Dynamics
(4.0 cr)
·
GCD 3022 - Genetics
(3.0 cr)
·
PHYS 1302W - Introductory Physics for Science and Engineering II
[PHYS, WI]
(4.0 cr)
·
PHYS 1402V - Honors Physics II
[PHYS, WI]
(4.0 cr)
·
PSY 3011 - Introduction to Learning and Behavior
(3.0 cr)
·
Chemistry 1
·
CHEM 1061 - Chemical Principles I
[PHYS]
(3.0 cr)
CHEM 1065 - Chemical Principles I Laboratory
[PHYS]
(1.0 cr)
·
Chemistry 1 Honors
·
CHEM 1071H - Honors Chemistry I
[PHYS]
(3.0 cr)
CHEM 1075H - Honors Chemistry I Laboratory
[PHYS]
(1.0 cr)
·
Chemistry 1 CBS Version
·
CHEM 1081 - Chemistry for the Life Sciences I
[PHYS]
(3.0 cr)
CHEM 1065 - Chemical Principles I Laboratory
[PHYS]
(1.0 cr)
·
Chemistry 2
·
CHEM 1062 - Chemical Principles II
[PHYS]
(3.0 cr)
CHEM 1066 - Chemical Principles II Laboratory
[PHYS]
(1.0 cr)
·
Chemistry 2 Honors
·
CHEM 1072H - Honors Chemistry II
[PHYS]
(3.0 cr)
CHEM 1076H - Honors Chemistry II Laboratory
[PHYS]
(1.0 cr)
Computer Science Core
CSCI 2041 - Advanced Programming Principles
(4.0 cr)
CSCI 3081W - Program Design and Development
[WI]
(4.0 cr)
CSCI 4041 - Algorithms and Data Structures
(4.0 cr)
CSCI 4061 - Introduction to Operating Systems
(4.0 cr)
Linear Algebra
CSCI 2033 - Elementary Computational Linear Algebra
(4.0 cr)
or
MATH 2142 - Elementary Linear Algebra
(4.0 cr)
or
Acceptable Substitutions with MATH 4242
Students pursuing this substitution option will need to contact the departmental advisors (csciug@umn.edu) after their grade posts for MATH 4242 so an exception can be made to count the course towards their upper division track.
MATH 4242 - Applied Linear Algebra
(4.0 cr)
Acceptable Substitutions
MATH 2243 - Linear Algebra and Differential Equations
(4.0 cr)
or
MATH 2373 - CSE Linear Algebra and Differential Equations
(4.0 cr)
or
MATH 2471 - UM Talented Youth Mathematics Program--Calculus II, Second Semester
[MATH]
(2.0 cr)
or
MATH 2574H - Honors Calculus IV
(4.0 cr)
or
Acceptable Honors Math Substitutions
MATH 3592H - Honors Mathematics I
(5.0 cr)
MATH 3593H - Honors Mathematics II
(5.0 cr)
Statistics
STAT 3021 - Introduction to Probability and Statistics
(3.0 cr)
or
IE 3521 - Statistics, Quality, and Reliability
(4.0 cr)
or
EE 3025 - Statistical Methods in Electrical and Computer Engineering
(3.0 cr)
or
STAT 4101 - Theory of Statistics I
(4.0 cr)
or
STAT 4102 - Theory of Statistics II
(4.0 cr)
or
STAT 5101 - Theory of Statistics I
(4.0 cr)
or
STAT 5102 - Theory of Statistics II
(4.0 cr)
or
STAT 8101 - Theory of Statistics 1
(3.0 cr)
or
STAT 8102 - Theory of Statistics 2
(3.0 cr)
or
MATH 4653 - Elementary Probability
(4.0 cr)
or
MATH 5651 - Basic Theory of Probability and Statistics
(4.0 cr)
Computer Science Technical Electives + Upper Division Math Oriented Requirement Minimum
Students are strongly encouraged to talk with an academic advisor about faculty constructed tracks to complete a specialization within computer science. Technical electives and one course to meet the upper division math oriented requirement must total 23 credits minimum. Of the 23 credits, 11 must have a CSCI designator.
Take 23 or more credit(s) from the following:
Upper Division Math Oriented Requirement
Take 1 or more course(s) from the following:
·
CSCI 4011 - Formal Languages and Automata Theory
(4.0 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 5471 - Modern Cryptography
(3.0 cr)
·
CSCI 5481 - Computational Techniques for Genomics
(3.0 cr)
·
CSCI 5525 - Machine Learning: Analysis and Methods
(3.0 cr)
·
MATH 4242 - Applied Linear Algebra
(4.0 cr)
·
MATH 4281 - Introduction to Modern Algebra
(4.0 cr)
·
MATH 4428 - Mathematical Modeling
(4.0 cr)
·
MATH 4512 - Differential Equations with Applications
(3.0 cr)
·
MATH 4567 - Applied Fourier Analysis
(4.0 cr)
·
MATH 4603 - Advanced Calculus I
(4.0 cr)
·
MATH 4604 - Advanced Calculus II
(4.0 cr)
·
MATH 4653 - Elementary Probability
(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 5285H - Honors: Fundamental Structures of Algebra I
(4.0 cr)
·
MATH 5286H - Honors: Fundamental Structures of Algebra II
(4.0 cr)
·
MATH 5335 - Geometry I
(4.0 cr)
·
MATH 5345H - Honors: Introduction to Topology
(4.0 cr)
·
MATH 5378 - Differential Geometry
(4.0 cr)
·
MATH 5385 - Introduction to Computational Algebraic Geometry
(4.0 cr)
·
MATH 5445 - Mathematical Analysis of Biological Networks
(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 5525 - Introduction to Ordinary Differential Equations
(4.0 cr)
·
MATH 5535 - Dynamical Systems and Chaos
(4.0 cr)
·
MATH 5583 - Complex Analysis
(4.0 cr)
·
MATH 5587 - Elementary Partial Differential Equations I
(4.0 cr)
·
MATH 5588 - Elementary Partial Differential Equations II
(4.0 cr)
·
MATH 5615H - Honors: Introduction to Analysis I
(4.0 cr)
·
MATH 5616H - Honors: Introduction to Analysis II
(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 5711 - Linear Programming and Combinatorial Optimization
(4.0 cr)
·
MATH 5651 - Basic Theory of Probability and Statistics
(4.0 cr)
or
STAT 5101 - Theory of Statistics I
(4.0 cr)
·
MATH 4707 - Introduction to Combinatorics and Graph Theory
(4.0 cr)
or
MATH 5707 - Graph Theory and Non-enumerative Combinatorics
(4.0 cr)
·
Computer Science Technical Electives
Take 0 - 22 credit(s) from the following:
·
AEM 4601 - Instrumentation Laboratory
(3.0 cr)
·
AEM 4602W - Aeromechanics Laboratory
[WI]
(4.0 cr)
·
AST 4041 - Computational Methods in the Physical Sciences
(4.0 cr)
·
BIOL 5272 - Applied Biostatistics
(4.0 cr)
·
CHEM 4021 - Computational Chemistry
(3.0 cr)
·
CSCI 4011 - Formal Languages and Automata Theory
(4.0 cr)
·
CSCI 4131 - Internet Programming
(3.0 cr)
·
CSCI 4271W - Development of Secure Software Systems
[WI]
(4.0 cr)
·
CSCI 4611 - Programming Interactive Computer Graphics and Games
(3.0 cr)
·
CSCI 4950 - Senior Software Project
(3.0 cr)
·
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 5127W - Embodied Computing: Design & Prototyping
[WI]
(3.0 cr)
·
CSCI 5143 - Real-Time and Embedded Systems
(3.0 cr)
·
CSCI 5161 - Introduction to Compilers
(3.0 cr)
·
CSCI 5221 - Foundations of Advanced Networking
(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 5471 - Modern Cryptography
(3.0 cr)
·
CSCI 5481 - Computational Techniques for Genomics
(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 5541 - Natural Language Processing
(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 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 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)
·
EE 4301 - Digital Design With Programmable Logic
(4.0 cr)
·
EE 4303 - Introduction to Programmable Devices Laboratory
(1.0 cr)
·
EE 4341 - Embedded System Design
(4.0 cr)
·
EE 4363 - Computer Architecture and Machine Organization
(4.0 cr)
·
EE 4541 - Digital Signal Processing
(3.0 cr)
·
EE 5239 - Introduction to Nonlinear Optimization
(3.0 cr)
·
EE 5251 - Optimal Filtering and Estimation
(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 5393 - Circuits, Computation, and Biology
(3.0 cr)
·
EE 5505 - Wireless Communication
(3.0 cr)
·
ESPM 5031 - Applied Global Positioning Systems for Geographic Information Systems
(3.0 cr)
·
FNRM 5131 - Geographical Information Systems (GIS) for Natural Resources
(4.0 cr)
·
FNRM 5262 - Remote Sensing and Geospatial Analysis of Natural Resources and Environment
(3.0 cr)
·
FNRM 5462 - Advanced Remote Sensing and Geospatial Analysis
(3.0 cr)
·
GEOG 5561 - Principles of Geographic Information Science
(4.0 cr)
·
HINF 5610 - Foundations of Biomedical Natural Language Processing
(3.0 cr)
·
HSCI 4321 - History of Computing
[TS, HIS]
(3.0 cr)
·
IDSC 4204W - Strategic Information Technology Management
[WI]
(4.0 cr)
·
IDSC 4441 - Electronic Commerce
(2.0 cr)
·
IE 3011 - Optimization Models and Methods
(4.0 cr)
·
IE 5012 - Discrete Optimization Methods and Applications
(4.0 cr)
·
IE 3013 - Optimization for Machine Learning
(4.0 cr)
·
IE 4011 - Stochastic Models
(4.0 cr)
·
IE 5531 - Engineering Optimization I
(4.0 cr)
·
IE 5533 - Operations Research for Data Science
(3.0 cr)
·
IE 5545 - Decision Analysis
(4.0 cr)
·
IE 5561 - Analytics and Data-Driven Decision Making
(4.0 cr)
·
INET 4011 - Networking I: Network Administration
(4.0 cr)
·
INET 4021 - Dev Ops I: Network Programming
(4.0 cr)
·
INET 4041 - Networking II: Emerging Technologies
(4.0 cr)
·
INET 4061 - Data Science I: Fundamentals
(4.0 cr)
·
INET 4062 - Data Science II: Advanced
(4.0 cr)
·
INET 4711 - Data Management II: Distributed Systems
(4.0 cr)
·
KIN 5001 - Foundations of Human Factors/Ergonomics
(3.0 cr)
·
LING 5801 - Introduction to Computational Linguistics
(3.0 cr)
·
MATH 4242 - Applied Linear Algebra
(4.0 cr)
·
MATH 4281 - Introduction to Modern Algebra
(4.0 cr)
·
MATH 4428 - Mathematical Modeling
(4.0 cr)
·
MATH 4512 - Differential Equations with Applications
(3.0 cr)
·
MATH 4567 - Applied Fourier Analysis
(4.0 cr)
·
MATH 4603 - Advanced Calculus I
(4.0 cr)
·
MATH 4604 - Advanced Calculus II
(4.0 cr)
·
MATH 4653 - Elementary Probability
(4.0 cr)
·
MATH 5075 - Mathematics of Options, Futures, and Derivative Securities I
(4.0 cr)
·
MATH 5076 - Mathematics of Options, Futures, and Derivative Securities II
(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 5285H - Honors: Fundamental Structures of Algebra I
(4.0 cr)
·
MATH 5286H - Honors: Fundamental Structures of Algebra II
(4.0 cr)
·
MATH 5335 - Geometry I
(4.0 cr)
·
MATH 5345H - Honors: Introduction to Topology
(4.0 cr)
·
MATH 5378 - Differential Geometry
(4.0 cr)
·
MATH 5385 - Introduction to Computational Algebraic Geometry
(4.0 cr)
·
MATH 5445 - Mathematical Analysis of Biological Networks
(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 5525 - Introduction to Ordinary Differential Equations
(4.0 cr)
·
MATH 5535 - Dynamical Systems and Chaos
(4.0 cr)
·
MATH 5583 - Complex Analysis
(4.0 cr)
·
MATH 5587 - Elementary Partial Differential Equations I
(4.0 cr)
·
MATH 5588 - Elementary Partial Differential Equations II
(4.0 cr)
·
MATH 5615H - Honors: Introduction to Analysis I
(4.0 cr)
·
MATH 5616H - Honors: Introduction to Analysis II
(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 5711 - Linear Programming and Combinatorial Optimization
(4.0 cr)
·
ME 5228 - Introduction to Finite Element Modeling, Analysis, and Design
(4.0 cr)
·
ME 5286 - Robotics
(4.0 cr)
·
MICE 5035 - Personal Microbiome Analysis
(3.0 cr)
·
PHYS 4041 - Computational Methods in the Physical Sciences
(4.0 cr)
·
PHYS 4051 - Methods of Experimental Physics I
(5.0 cr)
·
PSY 5018H - Mathematical Models of Human Behavior
(3.0 cr)
·
PSY 5036W - Computational Vision
[WI]
(3.0 cr)
·
PSY 5038W - Introduction to Neural Networks
[WI]
(3.0 cr)
·
STAT 3301 - Regression and Statistical Computing
(4.0 cr)
·
STAT 4051 - Statistical Machine Learning I
(4.0 cr)
·
STAT 4052 - Statistical Machine Learning II
(4.0 cr)
·
STAT 4101 - Theory of Statistics I
(4.0 cr)
·
STAT 5201 - Sampling Methodology in Finite Populations
(3.0 cr)
·
STAT 5302 - Applied Regression Analysis
(4.0 cr)
·
STAT 5303 - Designing Experiments
(4.0 cr)
·
STAT 5401 - Applied Multivariate Methods
(3.0 cr)
·
STAT 5421 - Analysis of Categorical Data
(3.0 cr)
·
STAT 5511 - Time Series Analysis
(3.0 cr)
·
STAT 5601 - Nonparametric Methods
(3.0 cr)
·
STAT 5701 - Statistical Computing
(3.0 cr)
·
CSCI 4203 - Computer Architecture
(4.0 cr)
or
EE 4363 - Computer Architecture and Machine Organization
(4.0 cr)
·
CSCI 4211 - Introduction to Computer Networks
(3.0 cr)
or
CSCI 5211 - Data Communications and Computer Networks
(3.0 cr)
·
CSCI 4511W - Introduction to Artificial Intelligence
[WI]
(4.0 cr)
or
CSCI 5511 - Artificial Intelligence I
(3.0 cr)
·
CSCI 4707 - Practice of Database Systems
(3.0 cr)
or
CSCI 5707 - Principles of Database Systems
(3.0 cr)
·
CSCI 4921 - History of Computing
[TS, HIS]
(3.0 cr)
or
HSCI 4321 - History of Computing
[TS, HIS]
(3.0 cr)
·
CSCI 5204 - Advanced Computer Architecture
(3.0 cr)
or
EE 5364 - Advanced Computer Architecture
(3.0 cr)
·
MATH 5651 - Basic Theory of Probability and Statistics
(4.0 cr)
or
STAT 5101 - Theory of Statistics I
(4.0 cr)
·
MATH 4707 - Introduction to Combinatorics and Graph Theory
(4.0 cr)
or
MATH 5707 - Graph Theory and Non-enumerative Combinatorics
(4.0 cr)
·
Take 0 - 3 credit(s) from the following:
·
CSCI 4970W - Advanced Project Laboratory
[WI]
(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)
·
GDES and PDES course options
Take 0 - 2 course(s) from the following:
·
GDES 4371 - Data & Information Visualization
(3.0 cr)
·
GDES 5341 - Interaction Design
(3.0 cr)
·
GDES 5342 - Advanced Web Design
(3.0 cr)
·
GDES 5386 - Fundamentals of Game Design
(3.0 cr)
·
PDES 5704 - Computer-Aided Design Methods
(3.0 cr)
Upper Division Writing Intensive within the major
Students are required to take one upper division writing intensive course within the major. If that requirement has not been satisfied within the core major requirements, students must choose one course from the following list. Some of these courses may also fulfill other major requirements.
Take 0 - 1 course(s) from the following:
·
CSCI 3081W - Program Design and Development
[WI]
(4.0 cr)
·
CSCI 3921W - Social, Legal, and Ethical Issues in Computing
[CIV, WI]
(3.0 cr)
·
CSCI 4271W - Development of Secure Software Systems
[WI]
(4.0 cr)
·
CSCI 4511W - Introduction to Artificial Intelligence
[WI]
(4.0 cr)
·
CSCI 4970W - Advanced Project Laboratory
[WI]
(3.0 cr)
·
CSCI 5127W - Embodied Computing: Design & Prototyping
[WI]
(3.0 cr)
Program Sub-plans
A sub-plan is not required for this program.
Integrated Computer Science B.S./M.S. Program
The Department of Computer Science & Engineering offers an integrated Bachelor’s and Master’s Degree program. Students accepted to the integrated program will be guaranteed admission to the Computer Science MS as long as they complete their undergraduate program.
Applicants must be enrolled University of Minnesota Twin Cities students admitted to a Computer Science or Computer Engineering undergraduate program. Applicants must meet a Technical GPA minimum of 3.5 (as defined by the College of Science & Engineering) or they must have a strong recommendation from a Computer Science and Engineering faculty member or instructor (not an ECE Faculty member). Applicants must have at least 75 credits completed at the time of their application. Applicants must have passed with a C- or better all of the following courses: CSCI 1933 or 1913, CSCI 2011, CSCI 2021 (CSCI students) or EE 2361 (CompE students) CSCI 2033 or a math course containing linear algebra content CSCI 2041 (CSCI students only) CSCI 3081W (CSCI students only), CSCI 4041, and CSCI 4061 (applicants can have one of these courses in progress at the time of application)
Full application instructions can be found at cse.umn.edu/cs/integrated
Students can transfer a maximum of 16 credits to the graduate program taken during their integrated senior undergraduate year. Students must spend a minimum of two semesters as a graduate student after the completion of their undergraduate degree. Coursework applied to the graduate degree must be taken at the graduate level (i.e., 5xxx or above). Credits being applied to the Computer Science Master’s taken while the student is an undergraduate for use in the integrated program can also be applied later to a Computer Science Ph.D. within our department if a student applies and is admitted. Credits cannot also be applied to the undergraduate degree (i.e., no “double dipping”).
Students should consider taking the following courses/requirements to apply toward their graduate degree as an undergraduate integrated program student (16 credits max): CSCI 8970 - Computer Science Colloquium (1 credit) Course to meet the Theory and Algorithms Breadth requirement (3 credits)* Course to meet the Architecture, Systems, & Software Breadth requirement (3 credits)* Course to meet the Applications Breadth requirement (3 credits)* CSCI 5XXX level course that fits your interests and background (3 credits) or an approved graduate level elective or graduate minor course. We recommend waiting to take CSCI 8XXX level courses for your graduate year, but this level of coursework is still available to you if you have the appropriate prerequisites. CSCI 5XXX level course that fits your interests and background (3 credits) or an approved graduate level elective or graduate minor course. We recommend waiting to take CSCI 8XXX level courses for your graduate year, but this level of coursework is still available to you if you have the appropriate prerequisites.
Courses that will be used to fulfill Master's degree requirements must appear in this sub-plan by the tenth day of the semester in which the student is enrolled in the courses.
Any final edits or updates to this sub-plan must be reflected on the APAS no later than the last day of instruction in the semester in which the undergraduate degree will be awarded. Courses not in this sub-plan by that time cannot be updated at a later time; and, therefore will not be eligible for use towards the Master's degree.
*Please refer to the Department of Computer Science & Engineering webpage for more details on which courses count for specific breadth requirements.
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Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1271/Math 1281/Math 1371/ |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1271/Math 1281/Math 1371/ |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1271/Math 1281/Math 1371/ |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1272/Math 1282/Math 1372/ |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1272/Math 1282/Math 1372/ |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 1272/Math 1282/Math 1372/ |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 2011/CSci 2011H |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 2011/CSci 2011H |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2283/3283W |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 1133/CSci 1133H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 1133/CSci 1133H |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 1902/CSci 1933/CSci 1933H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 1902/CSci 1933/CSci 1933H |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
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: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1201W/1301W/1401V/1501V |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1201W/1301W/1401V/1501V |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Biol 4003/GCD 3022 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1202W/1302W/1402V/1502V |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Phys 1202W/1302W/1402V/1502V |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1061/ 1065/ 1071H/ 1081 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1065/Chem 1075H |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1061/ 1065/ 1071H/ 1081 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1065/Chem 1075H |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1061/ 1065/ 1071H/ 1081 |
Typically offered: | Every Fall |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1065/Chem 1075H |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1062/1072/1072H/1082/ |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1066/Chem 1076H |
Grading Basis: | A-F only |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Chem 1062/1072/1072H/1082/ |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | Chem 1066/Chem 1076H |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 3081W/CSci 4018W/CSci4089 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4041/CSci 4041H |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4061/INet 4001 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 1.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4242/Math 4457 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 2243/Math 2373/Math 2574H |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 5.0 [max 5.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 5.0 [max 5.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | STAT 3021/STAT 3021H |
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 & Summer |
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 |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 5651/Stat 5101 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | AnSc 3011/ESPM 3012/Stat 3011/ |
Typically offered: | Every Fall, Spring & Summer |
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 & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
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: | Fall Even Year |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4242/Math 4457 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4606/Math 5615/Math 5616 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4604/Math 5616 |
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 |
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 & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
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] |
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] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 3574/Math 5583 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
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] |
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: | 3.0 [max 3.0] |
Course Equivalencies: | Math 4152/5165 |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4152/5165 |
Typically offered: | Every Fall |
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 |
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: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Ast 4041/Phys 4041 |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 3.0] |
Course Equivalencies: | Biol 3272Biol 3272H//Biol 5272 |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4131/CSci 5131 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 6.0] |
Grading Basis: | A-F only |
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] |
Typically offered: | Fall 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] |
Typically offered: | Spring 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: | 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: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
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: | Periodic 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: | 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] |
Typically offered: | Every Spring |
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] |
Prerequisites: | 2041 or # |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Summer |
Credits: | 1.0 [max 1.0] |
Course Equivalencies: | EE 4301/EE 4303 |
Typically offered: | Periodic Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4203/EE 4363 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Summer |
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: | 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: | 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] |
Course Equivalencies: | ESPM 3031/ESPM 5031 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | FNRM 3131/FNRM 5131/FR 3131/ |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | FNRM 3262/FNRM 5262 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 6.0] |
Course Equivalencies: | FNRM 3462/FNRM 5462 |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Geog 3561/ Geog 5561 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4921/HSci 4321 |
Typically offered: | Fall Even, Spring Odd Year |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall & Spring |
Credits: | 2.0 [max 2.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Periodic Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
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 Fall & Spring |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | HumF/Kin 5001 |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Spring Odd Year |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4242/Math 4457 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Periodic Fall |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4606/Math 5615/Math 5616 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4604/Math 5616 |
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 |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
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] |
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] |
Grading Basis: | A-F only |
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] |
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] |
Typically offered: | Periodic Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 3574/Math 5583 |
Typically offered: | Every Fall, Spring & Summer |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
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] |
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] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Ast 4041/Phys 4041 |
Typically offered: | Periodic Fall & Spring |
Credits: | 5.0 [max 5.0] |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Periodic Fall |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Odd Year |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall & Spring |
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 only |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every 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: | Periodic 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: | Every Fall & Spring |
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: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4203/EE 4363 |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4203/EE 4363 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4211/CSci 5211/INET 4002 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4211/CSci 5211/INET 4002 |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4511W/CSci 5511 |
Typically offered: | Every 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 4707/CSci 5707/INET 4707 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4707/CSci 5707/INET 4707 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4921/HSci 4321 |
Typically offered: | Fall Even Year |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | CSci 4921/HSci 4321 |
Typically offered: | Fall Even, 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: | CSci 5204/EE 5364 |
Typically offered: | Every Fall |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | Math 4152/5165 |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Math 4152/5165 |
Typically offered: | Every Fall |
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 |
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: | 4.0 [max 4.0] |
Typically offered: | Every Fall & Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Ast 5731/Stat 5731 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | Ast 5731/Stat 5731 |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 3.0 [max 9.0] |
Typically offered: | Every Fall & 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] |
Course Equivalencies: | GDes 4371/GDes 5371 |
Grading Basis: | A-F only |
Typically offered: | Every Spring |
Credits: | 3.0 [max 3.0] |
Course Equivalencies: | DHA 4384/GDES 5341 |
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 Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Periodic Fall & Spring |
Credits: | 3.0 [max 3.0] |
Grading Basis: | A-F only |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 3081W/CSci 4018W/CSci4089 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Every Fall |
Credits: | 4.0 [max 4.0] |
Grading Basis: | A-F or Aud |
Typically offered: | Every Spring |
Credits: | 4.0 [max 4.0] |
Course Equivalencies: | CSci 4511W/CSci 5511 |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 9.0] |
Typically offered: | Every Fall & Spring |
Credits: | 3.0 [max 3.0] |
Typically offered: | Fall Even Year |