CSG220: Machine Learning

College of Computer & Information Science

Northeastern University

Spring 2007

Instructor: Prof. Ronald J. Williams

Office: 334 West Village H, 617-373-8683

Office Hours: Thursdays 3:00-5:00 or by appointment

Class Lectures: Thursdays 6:00-9:00, Room 70 Dodge

Target Audience and Objectives: This course is designed
to give a graduate-level student a thorough grounding in the
methodologies, technologies, mathematics and algorithms
currently used by those who do research in machine learning
and data mining or who may need to apply learning or data
mining techniques to a target problem.

Syllabus
Lecture Slides
Exam Information
Project Information
General Guidelines
Titles of Past Projects
Assignments
Assignment 1
Assignment 2
Assignment 3
Assignment 4
Assignment 5
Online Resources
Mitchell Textbook Web Site
Andrew Moore's Data Mining Tutorials
Weka Web Site
UCI Machine Learning Data Repository
AI: A Modern Approach
Common Lisp: The Language
NU CCIS AI Resource Page
Homegrown Machine Learning Software