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CSC 5800 Intelligent Systems: Algorithms and Tools

Wayne State University
Detroit , United States
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Program Details
Degree
Masters
Major
Artificial Intelligence | Computer Science | Data Science
Area of study
Information and Communication Technologies | Engineering
Course Language
English
About Program

Program Overview

Program Overview

The CSC 5800 Intelligent Systems: Algorithms and Tools program is a 3-credit course that introduces students to basic algorithms and software tools for intelligent data representation and analysis.


Course Description

The program covers various topics, including:


  • Data pre-processing
  • Data exploration and visualization
  • Model evaluation
  • Predictive modeling
  • Classification methods
  • Association analysis
  • Clustering
  • Anomaly detection
  • Representing extracted patterns as expertise
  • Tools for data mining and intelligent systems, such as:
    • WEKA
    • CLIPS
    • MATLAB

Program Details

  • The program is offered intermittently.
  • Prerequisites for the program are:
    • CSC 2200 with a minimum grade of C and MAT 2010 with a minimum grade of C-
    • Alternatively, CSC 5050 with a minimum grade of C and MAT 2010 with a minimum grade of C-
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