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Enterprise Data Mining and Predictive Analytics

Course #: MSIS 672

Description:
This course provides an introduction to data mining by exposing the theory behind the analytical concepts. It discusses data mining techniques and their use in strategic business decision making. This is a hands-on course that provides an understanding of the key methods of data visualization, exploration, association, classification, prediction, time series forecasting, clustering, induction techniques, neural networks, and others. During the semester-long course, students work in teams on solving a business problem of their choice, using data mining tools and applying them to data (e.g., SPSS modeler). Data Mining provides a solution to organizations requests for emerging operational patterns that may add value to their business. The course includes the development of concepts used for building frameworks needed in analyzing useful patterns in databases through the application of practical methods.

Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate

Offered in:

2024 Spring

Section Class Number Schedule/Time Instructor Location
01 12267
-
Xu,Peng On-line course
Session: Spec Prg1
Class Dates: 01/22/2024 - 05/08/2024
Capacity: 35
Enrolled: 35
Status: Closed
Credits: 3/3
Class Notes:
Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate
Course Attributes:
02 14773
-
Namayanja,Josephine Mazzi On-line course
Session: Spec Prg1
Class Dates: 01/22/2024 - 05/08/2024
Capacity: 30
Enrolled: 29
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate
Course Attributes:

2024 Summer

Section Class Number Schedule/Time Instructor Location
01 2617
-
Xu,Peng On-line course
Session: SS2 6W
Class Dates: 07/15/2024 - 08/22/2024
Capacity: 30
Enrolled: 14
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate
Course Attributes:

2024 Fall

Section Class Number Schedule/Time Instructor Location
01 4682
-
Xu,Peng On-line course
Session: Spec Prg1
Class Dates: 09/03/2024 - 12/13/2024
Capacity: 30
Enrolled: 18
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites: Pre-requisite = Graduate student in the College of Management
Course Attributes:
02 10061 Th
5:30 - 8:15 pm
Wang,Yuchen Wheatley W01-0064
Session: Regular
Class Dates: 09/03/2024 - 12/13/2024
Capacity: 35
Enrolled: 25
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites: Pre-requisite = Graduate student in the College of Management
Course Attributes:
03 10062 TuTh
4:00 - 5:15 pm
Wang,Yuchen University Hall Y04-4180
Session: Regular
Class Dates: 09/03/2024 - 12/13/2024
Capacity: 35
Enrolled: 4
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites: Pre-requisite = Graduate student in the College of Management
Course Attributes:

2023 Fall

Section Class Number Schedule/Time Instructor Location
01 13143
-
Xu,Peng On-line course
Session: Spec Prg1
Class Dates: 09/05/2023 - 12/13/2023
Capacity: 35
Enrolled: 35
Status: Closed
Credits: 3/3
Class Notes:
Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate
Course Attributes:
02 13839
-
Namayanja,Josephine Mazzi On-line course
Session: Spec Prg1
Class Dates: 09/05/2023 - 12/13/2023
Capacity: 30
Enrolled: 34
Status: Closed
Credits: 3/3
Class Notes:
Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate
Course Attributes:
03 14212 Tu
5:30 - 8:15 pm
Wang,Yuchen McCormack M01-0213
Session: Regular
Class Dates: 09/05/2023 - 12/13/2023
Capacity: 35
Enrolled: 34
Status: Open
Credits: 3/3
Class Notes:
Pre Requisites: pre-reqs: MBAMS 640 AND College of Management graduate
Course Attributes: