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You must take the following required courses (12 units):
CS 570 - Analysis of Algorithms (4)
CS 585 - Database Systems (4)
CS 561 - Foundations of Artificial Intelligence (4)
Group Electives (3 course - minimum of 1 course from each of the two groups, 9-12 units):
Group 1 - Data Systems:
CSCI 548 - Information Integration on the Web (4)
CSCI 572 - Information Retrieval and Web Search Engines (4)
CSCI 586 - Database Systems Interoperability (3)
CSCI 587 - Geospatial Information Management (4)
CSCI 653 - High Performance Computing and Simulation (4)
CSCI 685 - Advanced Topics in Database Systems (4)
Group 2 - Data Analysis:
CSCI 567 - Machine Learning (4)
CSCI 573 - Probabilistic Reasoning (3)
CSCI 686 - Advanced Big Data Analytics (4)
ISE 520 - Optimization: Theory and Algorithms (3)
MATH 467 - Theory and Computational Methods for Optimization (4)
MATH 574 - Applied Matrix Analysis (3)
Additional Electives (8-11 units):
Any 500 or 600 level course in CSCI
MATH 458 - Numerical Methods (4)
MATH 501 - Numerical Analysis and Computation (3)
MATH 502ab - Numerical Analysis (3-3)
MATH 505a - Applied Probability (3)
MATH 601 - Optimization Theory and Techniques (3)
MATH 650 - Seminar in Statistical Consulting (3)
CSCI 598 - Engineering Writing and Communication (1) AND*
ENGR 596 - Engineering Internship (1, max 3)
CSCI 590 - Directed Research (1-4, max 4)
CSCI 591 - Computer Science Research Colloquium (1, max 2)
*CSCI 598 must be taken BEFORE a student can be approved for ENGR 596.
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