Getting started with data science
...general introduction to data science, we recommend Wikipedia, the Data Scientist’s Toolbox and Data Science Central. Drew Conway's diagram is an introduction in itself... Choose a project This is perhaps...
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Universal Credit - Service Assessment
...making all of the source code open and reusable. Despite having identified some reusable components, the lack of a plan to open up any source code at all is disappointing....
Tax Credits Change of Circumstances - Alpha Assessment
...support to their users. Source Code The team weren’t able to talk the assessment panel through their plan for making all new source code open and reusable or, where necessary,...
Evaluating an e-bulletin with Google Analytics
...didn’t recognise. We’ve since implemented a new tracking code, which was easy to do using this tracking code generator from Google. To set up a code, you just need to...
Immigration Health Surcharge - Service Assessment
...panel welcomed this news, and eagerly awaited a link from the service team to code on the internet. The panel would also like to see that code being the live...
When worlds collide: putting data science into production
Posted by:
Karl Baker - Senior Developer, GDS, Posted on:
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Categories:
Data science, Machine learning
...to make an analogy – is simply a computer in the cloud. You can use it to install code libraries, run your machine learning and store the results somewhere. Virtual...
Mentoring a Successful RAP Project
Posted by:
Jacob Cole – Data scientist, Office for National Statistics, Posted on:
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Categories:
agile, Reproducible Analytical Pipelines
...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...
The Justice Data Lab turns 10!
Posted by:
John Preston – Analyst, Ministry of Justice, Posted on:
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Categories:
Other, People and Skills, Statistics
...cannot access central reoffending data, because it is extremely sensitive information about individuals. This, combined with the need for specialist analysis, means that for many organisations working with people across...
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
...includes being mindful of the risks of biased outputs and ensuring that human judgement remains central to critical decision-making processes. The IDEA Unit, part of the Data Directorate in the...
Boosting data science skills with the Data Science Accelerator
Posted by:
Bharath Vadhoola - Senior predictive modeller - HMRC, Posted on:
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Categories:
Data science, Data Science Accelerator, People and Skills
...from across the public sector (including local and central government). On the Accelerator Joining the Accelerator meant I would have one day a week, over 3 months, as protected time...
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