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Course Description

This course introduces the basic data mining concepts, methods, implementations, as well as applications in different areas, especially on the world wide web. Topics covered include the basic data mining techniques, data preprocessing, association rule mining, classification, clustering, web mining, and data mining application (e.g. in web personalization, recommender system, security). At the end of this course, students should be able to implement and use some of important data mining algorithms in practical applications.

Requisites

Prerequisites: CCPS 305
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Course Sections
Class Number
1420
Type
LEC
Days
M, W
Time
6:00PM to 10:00PM
Dates
Jun 21, 2021 to Aug 04, 2021
Schedule
Contact Hours
52.0
Location
  • Online
Delivery Options
online  
Fees
Domestic Fee non-credit $773.32 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
5423
Type
LEC
Days
Th
Time
6:00PM to 10:00PM
Dates
Sep 16, 2021 to Dec 16, 2021
Schedule
Contact Hours
52.0
Location
  • Online
Delivery Options
online  
Fees
Domestic Fee non-credit $773.39 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
1092
Type
LEC
Days
M, W
Time
6:00PM to 10:00PM
Dates
Jun 20, 2022 to Aug 03, 2022
Schedule
Contact Hours
52.0
Location
  • Online
Delivery Options
online  
Fees
Domestic Fee non-credit $773.39 Click here to get more information
International Fee non-credit $0.00 Click here to get more information