Synthetic data: Unlocking the power of data and skills for machine learning


Karen Walker at Gov.UK: “Defence generates and holds a lot of data. We want to be able to get the best out of it, unlocking new insights that aren’t currently visible, through the use of innovative data science and analytics techniques tailored to defence’s specific needs. But this can be difficult because our data is often sensitive for a variety of reasons. For example, this might include information about the performance of particular vehicles, or personnel’s operational deployment details.

It is therefore often challenging to share data with experts who sit outside the Ministry of Defence, particularly amongst the wider data science community in government, small companies and academia. The use of synthetic data gives us a way to address this challenge and to benefit from the expertise of a wider range of people by creating datasets which aren’t sensitive. We have recently published a report from this work….(More)”.

Double image of original data and synthetic data in a 2D chart. The two images look almost identical