AI and Deep Learning
True to the name of the Data Science and AI platform, our role is to support Monash researchers in all aspects of data science, machine learning, and deep learning. Our team consists of data scientists, machine learning engineers, and educators who are available to provide a wide variety of research support activities to the research community, such as:
Many of our activities orientate towards deep learning given its rising popularity in research. Our team of experts are able to assist researchers in the end-to-end process of training and deploying a deep neural network:
- Data collection, cleaning, analysis, labelling and management.
- Solution design in all domains of deep learning such as image processing, NLP, GANs, and Reinforcement Learning.
- Implementation of various deep learning techniques such as transfer learning, semi-supervised learning, federated learning ...
- Software development.
- Training, validation and troubleshooting of a deep neural network.
- Optimisation and deployment of a final developed solution.
As always, we invite you to get in touch with us to discuss your research needs and how we could help you out.