Teaching

CI6227 Data Mining — by Kuiyu Chang — last modified Aug 25, 2008 01:54 PM

The knowledge discovery process; data preparation; Supervised and unsupervised learning. Machine learning: decision tree induction, rule induction, nearest neighbour categorisation, cluster analysis, Bayesian learning and neural networks; Web mining: content, structure and usage mining; Information mining software and tools; Recommender systems and intelligent information retrieval; spiders; semantic Web; information agents and brokers.

CI6124 Data Mining & Machine Learning — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

The knowledge discovery process; data preparation; Supervised and unsupervised learning. Machine learning: decision tree induction, rule induction, nearest neighbour categorisation, cluster analysis, Bayesian learning and neural networks; Web mining: content, structure and usage mining; Information mining software and tools; Recommender systems and intelligent information retrieval; spiders; semantic Web; information agents and brokers.

CPE 802 Open Source Office Productivity Tools — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

A course taught by Singapore's leading Open Source advocate, Mr. Harish Pillay of RedHat! If you wish to learn all about open-source technologies, this is the course to take! For the past two offerings, Mr. Pillay has received raving reviews such as: "uses a lot of real-life examples. Answers queries and questions even if they are out of topic" "The ability to captivate and make it less technical heavy. Able to explain complex concept using layman analysis and logic" "Best part time lecturer so far" "Honestly look forward to his lessons every single time" "His enthusiasm for the subject, his knowledge, and the way he teaches is very interesting" "Passion for the subject" "stimulating our thinking and problem solving" Offered annually during special semester II (Jun-Jul).

CSC 207 Software Engineering — by Kuiyu Chang — last modified Jan 25, 2008 02:45 AM

Tutorials and Labs

CSC206 Database Systems — by Kuiyu Chang — last modified Aug 29, 2008 11:19 AM