Reproducible Analytical Pipelines
...the code, and ensuring that the code does what we expect it to, but because we have written an R package, it’s also very easy for us to institute tests...
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Joining up the dots: the findings of our recent API discovery
Posted by:
James Freeland - Senior Data and Security Architect, GDS, Posted on:
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Categories:
Data Standards, Data Strategy, Open data
...In January 2024 James Freeland, Senior Data and Security Architect and Alex Smith, Head of Data Security and Platforms at the Government Digital Service (GDS), teamed up to work on...
Is it possible to build responsible AI tools in human resources?
Posted by:
Piers Walker, Senior Data Scientist, GDS and José Orjales, Senior Data Scientist, GDS, Posted on:
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Categories:
agile, Data Ethics, People and Skills, Performance Analysis
...2024 we published an Algorithmic Transparency Recording Standard (ATRS) record outlining the AI solution we had built. In this blog, we demonstrate that prioritising the risks associated with AI during...
Tax-Free Childcare - Service Assessment
...developers, the team cannot have confidence that the code delivered to web browsers works for service users on the devices and browsers they use, or in a way that is...
Data, Ethics, and Society: Join the Conversation in 2025
Posted by:
Michael Hodge – MLOps Strategy Lead, Ministry of Justice and Harriet Sands – AI Technical Specialist, NHS England, Posted on:
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Categories:
Data Ethics
...what was a somewhat niche interest is now a mainstream topic. From AI chatbots in the workplace to concerns about algorithmic bias in decision making, discussions once reserved for specialists...
Natural Language Processing in government
Posted by:
Matt Dray - Associate Data Scientist, GDS, Posted on:
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Categories:
Data science, Machine learning, Text Analytics
...NLP is used to interpret unstructured text data, such as free-text notes or survey feedback. It can help us look for similarities and uncover patterns in what people have written,...
Getting the data fundamentals right at the Ministry of Justice
Posted by:
Sarah Blake – Deputy Director, Ministry of Justice, Posted on:
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Categories:
Data Strategy
...team is focused on improving the quality of data, access to data and the data skills of staff, so that MoJ and the wider criminal justice system will make better...
Unlocking data sharing across government
Posted by:
Murat Soncul, Head of Data Protection and Privacy, GDS, Posted on:
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Categories:
Open data
...particularly those that are blocked. Each case is triaged, and the team assesses the core issues preventing progress. After assessing the case, DSNE provides impartial, cross-government facilitation, working with internal...
Making the Algorithmic Transparency Recording Standard (ATRS) mandatory across government
Posted by:
Elena Hess-Rheingans, Data Ethics Lead, GDS, Alexander Hart, Data Ethics Lead, GDS, Sarah Handyside, Algorithmic Transparency Lead, GDS and Selina Beaugrand, Policy Advisor, GDS, Posted on:
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Categories:
agile, Beneficial Ownership, Data Engineering, Data Ethics, Data insights, Data Standards, Data Strategy, Performance Analysis, Personal Data Exchange
...that are being used in government and ‘harness the power of AI for the public good’. The ATRS team has now merged with Central Digital and Data Office (CDDO) colleagues...
Using machine learning to classify user comments on GOV.UK
...surprising: 53% of the time, manual coders disagreed about how a survey should be coded. We can see this in the chart below, which shows how often volunteer coders applied...
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