Course Schedule and Catalog
Course Schedule - Fall Semester 2021
STAT 602 001 (CRN: 12212)
NEURAL MACHINE LEARNING II
Long Title: NEURAL MACHINE LEARNING AND DATA MINING II
Department: Statistics
Instructor: Merenyi, Erzsebet
Meeting: 4:00PM - 5:15PM TR KCK 107 (23-AUG-2021 - 3-DEC-2021)
Session: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
Language of Instruction: Taught in English
Method of Instruction: Face to Face
Credit Hours: 3
Course Syllabus:
Course Materials: Rice Campus Store
Restrictions:
Must be enrolled in one of the following Level(s):
Graduate
Prerequisites: ELEC 502 OR COMP 502 OR STAT 502
Section Max Enrollment: 12
Section Enrolled: 2
Total Cross-list Max Enrollment: 12
Total Cross-list Enrolled: 2
Enrollment data as of: 8-DEC-2023 7:07AM
Final Exam: GR Course-Dept Schedules Exam
Description: Advanced topics in ANN theories, with a focus on learning high-dimensional complex manifolds with neural maps (Self-Organizing Maps, Learning Vector Quantizers and variants). Application to data mining, clustering, classification, dimension reduction, sparse representation. The course will be a mix of lectures and seminar discussions with active student participation, based on most recent research publications. Students will have access to professional software environment to implement theories. Cross-list: COMP 602, ELEC 602. Repeatable for Credit.