CSCI1950-F
(Formerly CS195-5 )Intro. to Machine Learning
- Instructor(s):
-
Mark Johnson
- Course Home Page:
-
http://www.cs.brown.edu/courses/csci1950-f/
| Offered This Year? | No |
| When Offered? | Once or Twice |
Description
The course provides a systematic introduction to machine learning, covering theoretical as well as practical aspects of the use of statistical methods in artificial intelligence. Topics include linear models, support vector machines, regularization theory, graphical models, and reinforcement learning. Application examples are taken from areas like information retrieval, natural language processing, computer vision, and computational biology. Prerequisites: CSCI0160 or CSCI0180 and CSCI0220. Familiarity with probability and linear algebra helpful.
This course is being offered as COGS 1680 in Fall 2008.
| Page Owner: webmaster | Last Modified: Fri Jun 13 16:21:54 2008 |