Data Mining Machine Learning
Course Description
This advanced data mining course focuses on various machine learning and artificial intelligence techniques. Topics include data mining methods ranging from classification rules, association rules, and instance-based learning to semi-supervised learning and multi-instance learning.
Learning Outcomes
- Assess input, output, and algorithms involved in data mining.
- Evaluate the quality of what has been learned after a data mining session.
- Analyze and synthesize different machine learning schemes for data mining.
- Perform ensemble learning in an analytic application.
Prerequisites
Why Choose National University?
We’re proud to be a veteran-founded, San Diego-based nonprofit. Since 1971, our mission has been to provide accessible, achievable higher education to adult learners. Today, we educate students from across the U.S. and around the globe, with over 200,000 alumni worldwide.
Four-Week Courses
Focus on one subject at a time — one month at a time — and finish your degree faster.
75+ Degree Programs
Choose from associate, bachelor’s, and master’s degrees, plus credentials and certificates.
On Campus or Online
Study when and where it’s convenient for you with evening, weekend, and 100% online classes.
Year-Round Enrollment
Apply or transfer any time. Classes start monthly, and applications are accepted year round.
20+ Locations
Attend class and learn onsite at one of over 20 locations in California.
Military Friendly
As a Yellow Ribbon school, we offer tuition discounts to servicemembers and dependents.