Course Schedule and Catalog
Course Schedule - Spring Semester 2020
STAT 613 001 (CRN: 23847)
STAT MACHINE LEARNING
Long Title: STATISTICAL MACHINE LEARNING
Department: Statistics
Instructor: Vilalta, Ricardo
Meetings:
5:15PM - 6:29PM M DCH 1046 (13-JAN-2020 - 24-APR-2020)
5:15PM - 6:29PM W DCH 1046 (13-JAN-2020 - 24-APR-2020)
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
Section Max Enrollment: 49
Section Enrolled: 26
Enrollment data as of: 2-DEC-2023 10:13AM
Final Exam: GR Course-Dept Schedules Exam
Description: This course is an advanced survey of statistical machine learning theory and methods. Emphasis will be placed methodological, theoretical, and computational aspects of tools such as regularized regression, classification, kernels, dimension reduction, clustering, graphical models, trees, and ensemble learning. Recommended Prerequisite(s): STAT 615 and STAT 605 and STAT 519.