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CS5487 - Machine Learning

Offering Academic Unit
Department of Computer Science
Credit Units
3
Course Duration
One semester
Pre-requisite(s)
CS3334 and (MA2176 or MA2170 or MA2172)
Course Offering Term*:
Semester A 2018/19

* The offering term is subject to change without prior notice
 
Course Aims

The goal of this course is to introduce students to the field of machine learning.  Machine learning algorithms allow computers to automatically learn to recognize complex patterns from empirical data, such as text and web documents, images, videos, sound, sensor-data, and databases.  This course is intended to give a broad overview of machine learning from the practical standpoint, with a focus on designing and implementing machine learning algorithms for real-world problems.  At the end of the course, students will have both working knowledge of and practical experience with machine learning algorithms, as well as a theoretical understanding of machine learning concepts.

Assessment (Indicative only, please check the detailed course information)

Continuous Assessment: 70%
Examination: 30%
Examination Duration: 2 hours
 
Detailed Course Information

CS5487.pdf

Useful Links

Department of Computer Science