Abstract
This subject will provide valuable insights into emerging applications of Artificial Intelligence for modern day businesses and industry. It covers the fundamentals of Artificial Intelligence, deep learning and reinforcement learning, and applying these technologies to solve complex business problems. This subject will also prepare students to develop business design thinking … For more content click the Read More button below.
Syllabus
Introduction to Artificial intelligence (AI) and Artificial General Intelligence (AGI)Role of AI and Machine Learning (ML) in Business Processes and Business DevelopmentUnderstanding ML and Deep LearningVisual and linguistic processing using AIDesigning intelligent software solutions for industryOptimising Business Processes using AI and MLAI Business Ethics
Learning outcomes
Upon successful completion of this subject, students should:
1.
be able to discuss the fundamental concepts behind Artificial Intelligence and Machine Learning;
2.
be able to analyse advanced algorithms to design and develop complex business applications using Artificial Intelligence;
3.
be able to critically evaluate different Artificial Intelligence approaches for optimising complex business processes; and
4.
be able to interpret Artificial Intelligence and Machine Learning concepts in the context of industry specific business applications.
Assumed knowledge
Basic understanding of programming is required to successfully complete this subject. Students without programming knowledge are encouraged to enrol in ITC558 prior to attempting this subject.
Enrolment restrictions
Only available to postgraduate students