CS4315: Introduction to Machine Learning and Data Mining - NPS Online
Introduction to Machine Learning and Data Mining
Course #CS4315
Est.imated Completion Time: 3 months
POC: NPS Online Support
Overview
A survey of methods by which software and hardware can improve their performance over time. Topics include data manipulation, concept learning, association rules, decision trees, Bayesian models, simple linear models, case-based reasoning, genetic algorithms, and finite-state sequence learning. Students will do projects with software tools. Prerequisites: One college-level course in programming.
Included in degrees & certificates
- 268
- 367
Prerequisites
- CY3650
Offerings database access

Asset Publisher
Application Deadlines
-
08 Jan 2024
Spring Quarter applications due
-
01 Apr 2024
Summer Quarter applications due
-
08 Jul 2024
Fall Quarter applications due
Asset Publisher
Academic Calendar
-
08 Dec 2023
Last day of classes
-
12 Dec 2023 – 14 Dec 2023
Fall Quarter final examinations
-
15 Dec 2023
Fall Quarter graduation
See NPS Academic Calendar for more dates.