Course and Subject Handbook

Deep learning has become a hot topic and emerging technology to solve complex real world problems in almost all areas. This subject enables students to explore basics and fundamentals of deep learning, to practise deep learning algorithms to solve complex problems, and to experience various tools and modules. Topics covered include: basics in deep neural networks, various deep network architectures, parameter optimisation, applications in classification, and programming with deep learning modules using Python.