Deakin University Artificial Intelligence Program: Aligning with Employment Trends, Three AI-related Laboratories, and Empowering Students' Technological Future!
Deakin University
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In today's rapidly advancing technological landscape, the integration of robotics and artificial intelligence is transforming our lives at an unprecedented pace. From Fritz Lang's iconic 1920s film 'Metropolis' to the present day, the concept of robots has captivated us and sparked endless imagination. Now, a century later, the application of robots in our lives is becoming increasingly significant. Researchers and students at Deakin University are leading this technological trend, exploring how to better support our communication, work, and daily tasks.
During the 2024 National Science Week in Australia, Deakin University showcased several impressive and inspiring robotics projects. Associate Professor Santu Rana applied the principles of reinforcement learning,enabling robots to think and act like humans, capable of performing dangerous tasks on Earth or Mars.
Associate Professor Santu Rana
Senior Researcher Dr. Rena Logothetis collaborated with companies to improve fall detection devices using artificial intelligence, aiming toreduce the incidence of severe injuries and fatalities from falls in Australiaand decrease government healthcare costs.
Senior Researcher Dr. Rena Logothetis
Assistant Researcher Asher Winter improved the centrifuge system used for pilot training, designing a quad-axis centrifuge that more accurately simulates aircraft acceleration; in the RIoT Lab, student Paul Phan transformed a robot into aguide robot for the visually impaired, while Thomas Koutsaplis studied human-robot interaction. These projects showcase the charm of technological innovation and hint at the future direction of technological development.
Assistant Researcher Asher Winter
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These visions and scientific explorations are incubated in Deakin University'sthree AI laboratories:
Applied Artificial Intelligence Institute (A2I2)
As Australia'sleading research institution, A2I2 focuses onhuman-centeredartificial intelligence fields.
The institute employs modern machine learning, deep learning, and software engineering practices to solve real-world problems, advancing knowledge while building systems that benefit society. For example, their intelligent medical diagnostic assistance system uses deep learning algorithms to analyze medical images, accurately identifying disease characteristics and providing doctors with more precise diagnostic suggestions, significantly improving the efficiency and accuracy of medical diagnosis.
Institute for Intelligent Systems Research and Innovation (IISRI)
IISRI
gathers Australia's largest team of system modeling and simulation researchers, providing practical solutions and commercially viable products for numerous fields.The lab's research areas cover robotics, simulation systems, human perception system detection, and motion simulators, providing intelligent support for various industries, injecting greater efficiency, intelligence, and precision into personnel safety operations, data analysis, and intelligent monitoring.
The institute boasts advanced facilities worth over 40 million Australian dollars, including multiple cutting-edge motion simulators and the CYCLONE centrifuge. Research areas are extensive, covering autonomous systems and robotics, system modeling and simulation, human performance and cognition, motion simulators, and simulation training. With its outstanding professional capabilities, IISRI has established partnerships with over 300 domestic and international organizations and government agencies, holding a significant position in the industry.
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Located at Deakin University's Melbourne Burwood campus, the RIoT Lab is a studio environment specifically designed to support collaboration and innovation.
The lab
has achieved significant results in robotics research, such as the development of intelligent warehouse robots that can autonomously navigate and accurately identify goods, achieving efficient warehouse management; in theeducation sector, a series of robots suitable for teaching have been developed, helping students deeply understand robotics technology and software engineering principles through programming practice. The lab is equipped with a variety of robots, such as educational robots and research robots, as well as various advanced sensors, such as distance sensors, depth cameras, 360-degree cameras, 2D and 3D LiDAR sensors, and tactile sensors.Students can use industry-standard lab facilities in this professional environment to design, build, and test robots, learn new robotics and IoT concepts, and enhance their skills in the field of robotics through practice and exploration, laying a solid foundation for future career development.
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(Click the video above to hear Deakin University teachers and students share their experiences in artificial intelligence)
1. World-class research and teaching:
Deakin University's AI courses are taught by industry-leading scholars who directly apply their research findings to classroom teaching, allowing you to continuously absorb cutting-edge knowledge.2. Advanced facilities and technology:
As an AI student, you will have the opportunity to use computer labs equipped with the latest software and technology, learning to use professional and specialized software, including development platforms, programming environments, software engines, and content development systems.3. Practical and internship opportunities:
The curriculum includes mandatory work placements, allowing you to gain practical experience during your studies and lay a solid foundation for your career after graduation. Additionally, you can participate in internships, overseas study trips, and other activities to enhance your global perspective and experience.4. Authoritative professional recognition:
Most of Deakin University's IT courses are accredited by the Australian Computer Society (ACS), providing you with international certification and making you stand out in the future job market.Course recommendations
Bachelor of Artificial Intelligence
Bachelor of Artificial Intelligence
Course overview
This undergraduate course provides you with the skills needed to design, develop, and evolve software solutions that leverage the latest advancements in artificial intelligence. The curriculum covers programming, discrete mathematics, computer systems, data science, and artificial intelligence, equipping you with the professional skills to design and build future intelligent systems upon graduation.
Career directions
Data Scientist
Data Analyst
AI Technology Software Engineer
AI Ethicist
AI Architect
Master of Applied Artificial Intelligence
Master of Applied Artificial Intelligence
Course overview
In this degree, you will delve deeply into AI technologies, deep learning, reinforcement learning, and the application of algorithms in computer vision and speech processing through various courses. Explore the complexities of introducing AI solutions from ethical and engineering perspectives.
Career directions
Data Scientist
AI Technology Software Engineer
AI Product Manager
AI Ethicist
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Master of Applied Artificial Intelligence (Professional)
Master of Applied Artificial Intelligence (Professional)
Course overview
This professional master's course further broadens your knowledge and skills, enabling you to design and develop cutting-edge software solutions. The curriculum includes core units such as machine learning, artificial intelligence mathematics, engineering AI solutions, and human-aligned artificial intelligence, as well as professional research units, providing you with a comprehensive learning experience.
Career directions
Data Scientist
AI Technology Software Engineer
AI Product Manager
AI Ethicist
AI Architect
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