The Monash Data Science and AI platform provides a stepping stone for researchers towards applying data science, machine learning and artificial intelligence to their data intensive research. The platform operates under the leadership of the Monash Data Futures Institute, acting as a catalyst for accelerating & translating discoveries into world changing solutions.
Our team of experts are able to assist researchers in the end-to-end process of training and deploying a deep neural network:
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.
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Data Science and Data Engineering
Our team of experts are able to assist researchers in management of the data required to enable research:
Data collection, cleaning, analysis, labelling and management.
Data pipelines for live data collections
Data governance for maintaining control of the data while keeping it open and available to enable further research
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Visualisation
We offer a range of visualisation capabilities. We have specialists with years of experience in working with external and Monash internal clients to produce high quality visualisations. Our expertise includes:
unity: 2D and 3D simulations and visualisations
Web-based visualisation
Development for VR headset devices (note: Due to Covid-19, VR demos or exhibitions will not happen in the foreseeable future)
We offer a range of visualisation capabilities. We have specialists with years of experience in working with external and Monash internal clients to produce high quality visualisations. Our expertise includes:
unity: 2D and 3D simulations and visualisations
Web-based visualisation
Development for VR headset devices (note: Due to Covid-19, VR demos or exhibitions will not happen in the foreseeable future)
Welcome!
