36120 Advanced Machine Learning Application
8cpRequisite(s): 36106 Machine Learning Algorithms and Applications
These requisites may not apply to students in certain courses.
There are course requisites for this subject. See access conditions.
Description
This subject offers an in-depth exploration of cutting-edge concepts and techniques in machine learning, with a particular focus on the engineering aspects of model deployment. This subject equips students with the necessary knowledge and skills to develop, deploy, and manage machine learning models effectively in real-world applications.
The subject covers advanced machine learning algorithms and methodologies that go beyond the fundamentals. Students gain a deep understanding of the underlying principles behind these techniques and explore their practical applications through hands-on projects and case studies.
A significant emphasis is placed on the engineering aspects of model deployment, ensuring students are well-prepared to handle the challenges associated with integrating machine learning models into production environments.
Detailed subject description.