Course Schedule and Catalog
Course Schedule - Fall Semester 2025
Meeting location information can now be found on student schedules in ESTHER (for students) or on the Course Roster in ESTHER (for faculty and instructors).Additional information available here.
Meeting location information can now be found on student schedules in ESTHER (for students) or on the Course Roster in ESTHER (for faculty and instructors).Additional information available here.
COMP 540 001 (CRN: 13131)
STATISTICAL MACHINE LEARNING
Long Title: STATISTICAL MACHINE LEARNING
Department: Computer Science
Instructor: Subramanian, Devika
Meeting: 9:25AM - 10:40AM TR (25-AUG-2025 - 5-DEC-2025)
Part of Term: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
Language of Instruction: Taught in English
Method of Instruction: Face to Face
Credit Hours: 4
Course Syllabus:
Course Materials: Rice Campus Store
Restrictions:
Must be enrolled in one of the following Level(s):
Graduate
Prerequisites: (MATH 212 AND (ELEC 303 OR STAT 310 OR ECON 307 OR STAT 312 OR STAT 315 OR DSCI 301) AND (CAAM 334 OR CMOR 303 OR CAAM 335 OR CMOR 302 OR MATH 354 OR MATH 355) AND (COMP 382 OR COMP 582) AND COMP 310)
Section Max Enrollment: 40
Section Enrolled: 37
Enrollment data as of: 19-APR-2025 11:13PM
Final Exam: GR Course-Dept Schedules Exam
Description: COMP 540 is about learning models from data. The course is designed to give students a foundational understanding of modern algorithms in learning and data mining, as well as hands-on experience with its applications in science and engineering. Mutually Exclusive: Cannot register for COMP 540 if student has credit for ELEC 478.