Students
Tuition Fee
Not Available
Start Date
Not Available
Medium of studying
Not Available
Duration
Not Available
Details
Program Details
Degree
Masters
Major
Artificial Intelligence | Computer Science | Data Science
Area of study
Information and Communication Technologies
Course Language
English
About Program

Program Overview


University of Massachusetts Lowell Program Information

Academic Catalog

The University of Massachusetts Lowell offers a comprehensive academic catalog that includes undergraduate and graduate programs, online and professional studies, and information about the university's mission and accreditation.


COMP.5450 Machine Learning (91.545)

Description

This introductory course provides an overview of machine learning techniques used in data mining and pattern recognition applications. Topics include:


  • foundations of machine learning, including statistical and structural methods
    • feature discovery and selection
    • parametric and non-parametric classification
  • supervised and unsupervised learning
  • use of contextual evidence
  • clustering
  • recognition with strings
  • small sample-size problems and applications to large datasets

Course Details

  • Id:
  • Credits: 3-3

Prerequisites and Corequisites

Course prerequisites and corequisites are determined by the faculty and approved by the curriculum committees. Students are required to fulfill these requirements prior to enrollment.


Enrollment Requirements

For courses offered through online or GPS delivery, students are responsible for confirming with the instructor or department that all enrollment requirements have been satisfied before registering.


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