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INFORMATION TECHNOLOGY COURSES |
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| A) Required
core courses |
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Students
must take two of the following six courses: |
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Website/Catalog Title
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CS 411 Database Systems
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CS 412 Intro Data Mining
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CS 427 Software Engineering I
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CS 428 Software Engineering II
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CS 440 Intro Artificial Intelligence
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CS 450 Intro to Numerical Analysis
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| B) Approved
Courses (Organized as IT Thematic Units) |
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Students must take
two courses from the following list. |
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They are organized
by thematic areas. |
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Course decisions are
to be made jointly, and in close consultation with, |
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the student's advisor. |
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1. Numerical
and Computational Methods |
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a. CEE 589 - Computational Geomechanics
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b.
CEE 598 NFM - Nonlinear Finite Element Method
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c.
CEE 598 CFM - Continuum Finite Element Method
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d.
CEE 598 AFM - Advanced Finite Elemenet Method
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e.
CEE 598 NL - Special Topics: Nonlinear Analysis in
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Structural Mechanics
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f.
CEE 570/ CSE 551 - Finite Element Methods
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g.
CSE 517/ TAM 574 - Adv Finite Element Methods
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h. ME 570 - Design and Analysis of Nonlinear Continua
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i. CEE 598 BEM - Boundary Element Methods
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2. .Modeling and
Simulation |
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a. CEE 534 / CSE 564 Surface
Water Quality Modeling
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b. CEE 557 / CSE 565 Groundwater Modeling
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c. CEE 598 TS - Special Topics: Traffic Simulation Models
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d. ATMS 530 Global Atmospheric Modeling
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e. CEE 598 BEM Special Topics: Boundary Element Method
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3. Computational
Fluid Mechanics |
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a.
ATMS 502/ CS 505- Numerical Fluid Dynamics
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b.
TAM 570 Computational Fluid Mechanics
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4. GIS/Remote
Sensing/Data Assimilation/Image Processing |
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a. CEE 450 Suface Hydrology
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b. ATMS 411 Satellite Remote Sensing
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c. CEE 598 SH Special Topics: Stochastic Hydrology
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d. ECE 547 Topics in Image Processing
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e. ECE 558 Digital Imaging
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f. GEOG 479 Advanced Geographic Information Systems
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g. UP 418 GIS for Planners
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h. UP 519 Advanced Applications of GIS
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5. Data Mining/Knowledge
Discovery |
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a. CS 512 Data Mining Principles
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b. STAT 525 - Computational Statistics
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6. Stochastic
Methods, Risk and Reliability |
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a. CEE 491 Decision and Risk Analysis
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b. CEE 498 BSM Special Topics: Environmental Risk Assessment
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and Management
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c. CEE 535 Systems II
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d. NRES 501 Special Problems
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e. STAT 428 Statistical Computing
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f. STAT 578 Topics in Statistics
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g. STAT 525 Computational Statistics
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h. CEE 574 Probabilistic Loads and Design |
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7. Optimization |
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a. CEE 535 Environmental Systems II
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b. CEE 598 OS Special Topics: Optimization Methods
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for Engineering Design
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c. GE 530/CEE 536 Multiattribute Decision Analysis
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d. IE 410 Stochastic Processes and Applications
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e. IE 411 Optimization of Large Linear Systems
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f. IE 510 Applied Non-Linear Programming
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8. Computational
Intelligence and Machine Learning |
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a. CEE 598 AID Special Topics: Artificial Intelligence in Design
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b. CS 440 Introduction to Artificial Intelligence
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c. CS 542 Artificial Neural Networks
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d. GE 531 Genetic Algorithms Methods
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e. CS 446 Machine Learning and Pattern Recognition
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9. Programming,
and Engineering Software & Database
Development |
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a. CS 400/ CSE 400 Data Structures, Non-CS Majors
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b. CSE 402/ CS 420/ ECE 492 - Introduction to Parallel
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Programming
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c. CS 411 Database Systems
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d. CSE 426/ CS 427 – Software Engineering I
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10. Information
Management and Decision Systems |
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a. CEE 498 APO - Special Topics: Airline Planning and Operations
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b. CEE 598 MI Special Topics: Construction Management
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Information Systems
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c. BADM 432/ ACCY 432 - Introduction to Management Information
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Systems
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11. System Architecture
and Networking |
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a. CSE 422/ CS 433 - Computer System Organization
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b. CSE 423/ CS 423 - Operating Systems Design
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c. CSE 424/ CS 425/ ECE 428 - Distributed Systems
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d. CSE 425/ CS 438/ ECE 438- Communication Networks
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12. Visualization |
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a. CS 498 Special Topics in CS: Introduction to Virtual Reality
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b. CS 414 Multimedia Systems
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c. CSE 427/ CS 418 - Computer Graphics
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d. CSE 428/ CS 419 - Advanced Computer Graphics
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e. IE 441/ AVI 441- Interactive Systems Modeling and Design
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f. ECE 418 - Image and Video Processing
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