نظرة عامة على البرنامج

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-