GEST3016 Machine Learning: from Data to Model (3 units)
- Year-3 standing or consent of the instructor
This is an introductory course on machine learning, data mining and modelling. By working through selected examples in energy science and smart technology, e.g. heat transfer, energy usage optimization, product classification, students will learn basic machine learning algorithms and programming strategies, as well as an appreciation of important concepts in modelling. The course includes a lab component which gives the student hands-on experience on machine learning algorithms, for example, through higher level languages or subroutines.
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