Translating and tailoring machine learning algorithms into the most suitable AI deployment for individual organisations.
Machine learning provides AI systems with the ability to learn and improve from ‘experience’ without being having to be explicitly programmed.
We can provide advice on what machine learning approaches may best suit a given problem. Sometimes “off the shelf” machine learning algorithms will be sufficient. In other cases, such approaches are inadequate and we can help to develop bespoke methods or customise existing tools.
Our expertise covers the full spectrum of machine learning methodologies.
- Deep learning
- Reinforcement learning
- Unsupervised learning
- Data mining and spatial analytics
- Anomaly detection
- Business process mining and management
Machine learning algorithms can be used in all sectors of the economy.
Machine learning to scale up the quantum computer
A machine learning framework has been created to precisely locate atom-sized quantum bits in silicon – a crucial step for building a large-scale silicon quantum computer.