Apr 23, 2024  
2021-2022 Catalog 
    
Catalog Navigation
  Publication Home
  About Harvey Mudd College
  Introduction
  Student Life
  Admission & Financial Aid
  Academic Program
  HMC Common Core
  Department of Biology
  Department of Chemistry
  Department of Computer Science
  Department of Engineering
  Department of Humanities, Social Sciences, and the Arts
  Department of Mathematics
  Department of Physics
  Interdisciplinary Programs
  Other Programs
  Study Abroad
  Programs of Study
  Course Descriptions
  Academic Policies
  General Policies
  Faculty
  Senior Administration
  Academic Calendar 2021-2022
  Archived Catalogs
HELP
2021-2022 Catalog [ARCHIVED PUBLICATION] Use the dropdown above to select the current catalog.

CSCI158 HM - Machine Learning

Credit(s): 3

Instructor(s): Wu

Description: Machine learning is concerned with the study and development of systems that learn patterns in data. This course introduces the most common problems in the field and the techniques used to tackle these problems, with a focus on supervised and unsupervised learning. Concepts include mathematical foundations and algorithmic approaches.

Prerequisite(s): CSCI070 HM , MATH073 HM , and (MATH062 HM  or BIOL154 HM ); CSCI151 HM  recommended