ICT731 Data Mining

Overview

Grad Dip IT Elective
M IT Elective

The subject introduces data mining techniques. It equips students to design a predictive model using data, text, and web mining techniques. Topics include: data preparation, fundamentals of data mining, business intelligence, data warehousing, text mining, web mining, social media analytics, privacy, and the ethical challenges of data mining. Practical experience is gained using Python as a data mining tool. This is the initial subject within the data analytics specialisation, but it can also be taken as a standalone elective.

Prerequisites

ICT713 Advanced Database Design and Development
ICT724 Intelligent Systems

Subject Outlines