Artificial Intelligence

The Artificial Intelligence master degree at Monash University willtrain you to design, develop and operate AI-based products and intelligent systems to boost the progress of healthcare, science, agriculture, education, manufacturing, law, financial services and more.

Key topics include deep learning, knowledge representation and reasoning, and modern optimisation techniques. You’ll also have the expertise to implement ethics in AI and inform best practices.

Learning Outcomes

• analyse the lifecycle of an AI and machine learning system in relation to the data and computing resources in an organisation

• apply contemporary theories and innovations in AI, machine learning and data analysis to common problems—with an emphasis on social good

• plan an AI-based project in a new area of application, using knowledge of AI system lifecycles and their requirements for data, computing resources and user modelling

• investigate, analyse, document and communicate the core criteria of developing AI capabilities in a global organisation

• demonstrate different ways to implement AI to a standard consistent with senior professional practice

• review and evaluate AI-based projects

• record and convey ethical and legal issues, privacy and security norms, and other key considerations when using and developing AI.

Courses include:

• Project management

• IT research and innovation methods

• Machine learning

• Deep learning

• Planning and automated reasoning

• Multi agent systems and collective behaviour