SECP2753-01 Data Mining

by MADINA SURAYA BINTI ZHARIN

This subject presents a comprehensive introduction to the understanding of knowledge discovery process in databases. Such methodological understanding is important to tackle projects of all sizes. A number of data mining techniques with its algorithms are explained. Students explore into the application of these techniques in both lab and industry. Students could apply the knowledge learnt to solve real world problems.

Topics

  1. Introduction to Data Mining
  2. Data Pre-processing
  3. Classification
  4. Clustering
  5. Association Rules Mining
  6. Data Mining Application

Exercise

Assignment

Updated on 02 March 2023, 1:45 AM; 290 page visits from 2 March 2023 to 6 October 2025