Department of Computer Science
Pomona College
CS 158 - Machine Learning
Fall 2019
Machine learning focuses on discovering patterns in and learning from data. This course is an introduction to the most common problems in machine learning and to the techniques used to tackle these problems. The course will focus not only on how and when to use particular approaches, but also the details of how those approaches work.
instructor: David Kauchak
e-mail: [first_name][last_name]@pomona.edu
office hours: Edmunds 224
Mon 10am-12
Wed 2:30-3:30pm
Fri 10am-12
and by appointment
time: T/Th 1:15-2:30pm
location: SCOM 103 (Seaver Commons)
web page: http://www.cs.pomona.edu/classes/cs158/
textbook:
- A Course in Machine Learning. Hal Daumé III. Available online.
- Other material, linked below
other resources:
Schedule
Note: This is a tentative schedule and will likely change
Exam schedule:
- Midterm 1: during the week of 10/7
- Midterm 2: during the week of 11/18
- Final: Finals week