When worlds collide: putting data science into production
GOV.UK is the main portal to government for citizens. It enables users to interact with government in a number of situations, from applying for their first driving licence to checking...
GOV.UK is the main portal to government for citizens. It enables users to interact with government in a number of situations, from applying for their first driving licence to checking...
...than taking an “Intro to R” course months before they ever get to use it. Paired programming, where two or more analysts code together with one “driving” and the other...
...strengths noted by the panel included: there is a multi-disciplinary, co-located team which is well-informed about its product and actively constantly working to improve the service there is clear evidence...
...and be published in the ONS's Faster Indicators Bulletin, now taking approximately two weeks less. This means that data users and policymakers now have access to timely and accurate information...
...for data leakage is in Jupyter notebooks, a popular tool for data scientists. Executing notebooks leaves outputs on display, which can end up in version control. In addition to making...
...community. I’ve learned how to code in Python and implement various code libraries. I also created a set of tuned machine learning models to classify different crime types based on...
...supplier team who have been working on the front-end code in the prototype. This team need to be in place for the next phase so the quality that exists in...
...segments among the audience recruitment methods researcher resource research outputs timescales Open Source Code by Default Publish all source code, excluding only those parts of the code for which there...
...for ‘proxy’ applications before including it in the private or public beta. This could introduce significant confusion into an otherwise simple service. In addition to completing and acting on the...
...in place the capability that will be required monitor and interpret the analytics, and is still recruiting for 3 research posts within the team. This capability will need to be...