...or other data collections * is appropriate for some survey methods – for example, a paper survey might have limited space for ethnicity categories This need for concise lists will...
...code available as open source. One recommendation for the future is to continue to clearly separate out secure code and patterns from the wider code base to allow more code...
...former without the latter. To help analysts implement these, the Best Practice and Impact division have published guidance for Quality Assurance of Code for Analysis and Research, known as the...
...have tested elements of the service, and how they have made the scenarios more realistic. For example, they originally relied on dummy data for users to populate the form with....
...if they want to learn. This blog gives free resources that the GDS Data Science team like (there are also many other good resources online). Introducing Data Science For a...
...the scope of this work, for example a legacy identity assurance system. These will form part of the user journey for this service, but also support a number of other...
...is a free library for fast and accurate record linkage, which is now in its third version. It has the following key features: Faster and more accurate than other free...
...to release the code under the MIT licence should be followed through on without waiting for release of a public beta. This will make it easier for the BIS and...
...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,...
...high-harm offender. The final state of the model used a random forest with the XGboost algorithm, for multi-label classification on the next type of crime for the group predicted to...
Sign up to get updates direct to your inbox and stay informed about improvements to digital products and services in government.