COURSE CURRICULUM

The Master of Artificial Intelligence at Curtin University Dubai offers an advanced and research-informed curriculum designed to equip students with in-depth knowledge and practical expertise in intelligent systems. Course structures and unit availability may change as part of ongoing curriculum review, with comprehensive details available in the Curtin Handbook. The program covers core and specialized topics such as Neural Networks and Statistical Machine Learning, Reinforcement Learning, and Search and Logic Approaches in Machine Learning, providing students with strong theoretical and algorithmic foundations. Students also explore Planning and Handling Uncertainty in Machine Learning, enabling them to design robust AI systems capable of operating effectively in complex and dynamic environments. A strong emphasis is placed on responsible and transparent AI development through units like Explainable Approaches to Machine Learning, ensuring graduates understand how to create interpretable and ethically sound models. Research capability is further developed through STEM Research Methodologies and Advanced Artificial Intelligence Research Topics, which prepare students to critically evaluate emerging technologies and contribute to innovation in the field. The Computer Science Project serves as a capstone experience, allowing students to apply their technical knowledge to real-world challenges, integrate multiple AI techniques, and demonstrate independent problem-solving skills. By combining advanced machine learning concepts, research training, and applied project work, the program prepares graduates for high-level roles in AI development, data science, research, and technology leadership. The curriculum is designed to align with global industry trends, ensuring students gain skills that are relevant, future-focused, and adaptable to evolving technological landscapes. Overall, the degree provides a comprehensive pathway for professionals seeking to deepen their AI expertise and contribute meaningfully to the advancement of intelligent technologies across industries worldwide.