Subject
ECS 171
Title
Machine Learning
Status
Active
Units
4.0
Effective Term
2020 Spring Quarter
Learning Activities
Lecture: 3 hours
Discussion: 1 hour
Discussion: 1 hour
Description
Introduction to machine learning. Supervised & unsupervised learning, including classification, dimensionality reduction, regression & clustering using modern machine learning methods. Applications of machine learning to other fields. GE Prior to Fall 2011: SciEng. GE: SE.
Prerequisites
ECS 060 or ECS 032B or ECS 036C; or Consent of Instructor. Probability equivalent to STA 032 or STA 131A or ECS 132 recommended; linear algebra equivalent to MAT 22A recommended.
Enrollment Restrictions
Pass One open to Computer Science and Computer Science & Engineering Majors only; Pass Two open to undergraduate students only.