DATA 3355 - Data Mining

Description

The course provides an introduction to concepts behind data mining, machine learning, text mining and web mining. Topics include data mining techniques such as classification, regression, association rules, cluster analysis, and recommendation systems used for processes of managing, analyzing, exploring and visualizing Big Data.

Learning Objectives

After completing this course, students will be able to:

• Describe basic concepts, methods, and applications of various data mining techniques.
• Develop familiarity with popular tools and software used in the industry for data mining.
• Apply appropriate data mining techniques and methods for solving practical problems.