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Predictive Analytics I: Regression and combinatorial techniques

CATS points
15
ECTS points
7.5
Level
Level 4
Module lead
Jaw-Kai Wang
Academic year
2025-26
Module overview Aims and Objectives Syllabus Learning and Teaching Assessment
Module overview Aims and Objectives Syllabus Learning and Teaching Assessment

Module overview

Predictive modelling offers a lot of benefits to organisations: it can help them to improve their business decisions and which in turn will have a huge impact on their business and its profits. As a result, there is a huge demand for persons with predictive modelling skills in various organisations across the globe. In this module, you will learn techniques to determine patterns and to make predictions about future trends from the data, including regression modelling, clustering analysis and Principal Component Analysis (PCA).

Linked modules

Pre-requisites: MANG1047 or MANG1019