2018 Summer COMPSCI 189 001 LEC 001

2018 Summer Session C 8 weeks, June 18 - August 10

COMPSCI 189 001 - LEC 001

Introduction to Machine Learning

Ke Li, Joshua P Tobin

Jun 18, 2018 - Aug 10, 2018
Mo, Tu, We, Th
02:30 pm - 03:59 pm
Class #:16170
Units:4

Current Enrollment

Total Open Seats: 51
Enrolled: 95
Waitlisted: 1
Capacity: 146
Waitlist Max: 50
No Reserved Seats

Course Catalog Description

Theoretical foundations, algorithms, methodologies, and applications for machine learning. Topics may include supervised methods for regression and classication (linear models, trees, neural networks, ensemble methods, instance-based methods); generative and discriminative probabilistic models; Bayesian parametric learning; density estimation and clustering; Bayesian networks; time series models; dimensionality reduction; programming projects covering a variety of real-world applications.

Rules & Requirements

Credit Restrictions

Students will receive no credit for Comp Sci 189 after taking Comp Sci 289A.

Repeat Rules

Course is not repeatable for credit.

Reserved Seats

Current Enrollment

No Reserved Seats

Textbooks & Materials

Associated Sections