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Machine Learning, Data Mining and High Performance Computing

Machine Learning, Data Mining and High Performance Computing are concerned with the automated analysis of large-scale data by computer, in order to extract the useful knowledge hidden in it. Using state-of-the-art Artificial Intelligence methods, this technology builds computer systems capable of learning from past experience, allowing them to adapt to new tasks, predict future developments, and provide intelligent decision support.

Applications are found in a wide range of fields including business, marketing, medicine, bioinformatics, robotics, computer vision and scientific discovery. Skilled professionals and researchers, who are able to apply Machine Learning and Data Mining technology to current problems and thereby push the limits of what computers can effectively do, are in high demand.

Objectives

This Advanced MSc course gives you a solid grounding in this exciting new technology, and equips you with the skills necessary to construct and apply Machine Learning, Data Mining and High Performance Computing tools in order to solve complex data analysis problems. After successfully completing this course, you will be able to:

Projects previously undertaken by students on the Machine Learning, Data Mining and High Performance Computing course include: