Summer 2024
> Computer Related
> MIST.4060
> 081
Course No: MIST.4060-081; SIS Class Nbr: 3105; SIS Term: 3340
Course Status: Registration Closed
Course Description
Data mining and analytics can help transform raw data into business intelligence and insight. This course introduces data mining concepts and techniques and is intended to provide students with working knowledge of applying data mining methods. Throughout the course, students regularly use a widely used commercial data mining platform that also prepares them to pursue relevant certifications upon completing the course. Course topics include data exploration and preparation, sampling techniques, model evaluation methods, classification, regression, clustering, association rule mining, and text mining. Model transparency, explainability, and fairness issues are discussed.
Prerequisites, Notes & Instructor
When Offered & Tuition
- Online Course
- 2024 Summer: May 13 to Jul 07
- Course Level: Undergraduate
-
Tuition: $1155
- Note: There is a $30 per semester registration fee for credit courses.
Related Programs: B.S. in Business Administration, B.S. in Information Technology: Population Health Informatics and Technology Minor Option
Every effort has been made to ensure the accuracy of the information presented in this catalog. However, the Division of Graduate, Online & Professional Studies reserves the right to implement new rules and regulations and to make changes of any nature to its program, calendar, procedures, standards, degree requirements, academic schedules (including, without limitations, changes in course content and class schedules), locations, tuition and fees. Whenever possible, appropriate notice of such changes will be given before they become effective.