Course Schedule - Fall Semester 2018

     

ELEC 578 002 (CRN: 14021)

INTRO TO MACHINE LEARNING

Long Title: INTRODUCTION TO MACHINE LEARNING
Department: Electrical & Computer Eng.
Instructor: Heckel, Reinhard W.
Meeting: 4:30PM - 5:45PM TW HRZ 210 (20-AUG-2018 - 30-NOV-2018) 
Session: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
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: 59
Section Enrolled: 35
Total Cross-list Max Enrollment: 98
Total Cross-list Enrolled: 58
Enrollment data as of: 29-NOV-2020 10:18AM
 
Fees: None
 
Final Exam: Scheduled Final Exam-OTR Room
Final Exam Time:
12-DEC-2018  
9:00AM - 12:00PM W HRZ 210
 
Description: The course provides an introduction to concepts, methods, best practices, and theoretical foundations of machine learning. Topics covered include regression, classification, kernels, clustering, decision trees, ensemble learning, empirical risk minimization and regularization, and learning theory. Additional work is required for graduate students beyond the undergrad requirement. Cross-list: ELEC 478. Mutually Exclusive: Cannot register for ELEC 578 if student has credit for ELEC 478.