Machine Learning

Honours

COS781 - Data mining

Statistics Machine Learning

Data mining is the extraction of novel knowledge, or hidden patterns, from large data bases.

Second Semester
15 Credits

Masters

MIT800 - Introduction to Big Data Science

Data Science Machine Learning

This is the first and introductory module for the MIT degree in Big Data Science.

First Semester
5 Credits

MIT801 - Introduction to Machine and Statistical Learning

Data Science Machine Learning

In this module students will be exposed to different categories of machine and statistical learning algorithms that can be used to manipulate big …

First Semester
15 Credits

MIT802 - Introduction to Data Platforms and Sources

Data Science Machine Learning

Students will obtain hands-on experience on the following technologies such as: Python, Spark, Hadoop, R and SAS, Streaming, Data fusion, Distributed …

First Semester
5 Credits

MIT803 - Introduction to Information Ethics for Big Data Science

Data Science Machine Learning

The focus in this module is on Information Ethics and its place within the disciplines of Ethics and Philosophy.

First Semester
5 Credits

COS802 - Big Data Science Elective

Data Science Machine Learning

Example courses, amongst others, may include: Cyber-security, Digital Forensics, Deep Machine Learning, Image and sound analysis, Feature extraction, …

Second Semester
5 Credits

MIT808 - Big Data Science project

Data Science Machine Learning Capstone

This module provides the opportunity to students for demonstrating the application of the theoretical Big Data Science knowledge gained in the core …

Year
20 Credits