COMP61021: Modelling and Visualization of High Dimensional Data

Welcome to visit the COMP61021 teaching page.

This is Module 2 in the Learning from Data theme, an advanced machine learning and data mining course unit. Anyone including SINGLE-MODULE STUDENT who wants to register to this module must complete COMP61011: Introduction to Machine Learning, Module 1 in the Learning from Data theme, as this module requires the knowledge and skills, e.g., Matlab programming, acquired from the pre-requisite module. In addition, it is worth highlighting that this MSc course unit is delivered by using a way to gain the research experience and transferrable knowledge.

To take this course unit, certain mathematic knowledge is assumed to be acquired in your previous education (click HERE to see the Math knowledge required). Prior to choosing this course unit, one is strongly suggested checking their own Math background to see if this course unit is suitable for themselve.

According to the university regulations on Intellectual Property, some materials on this website have to be restrictly accessed. Authentication information is available for students who register to this course unit. If you want to know what are delivered in this course unit, please see the official Course Unit Description.