Getting started with data science
...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...
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Synthetic data: Unlocking the power of data and skills for machine learning
Posted by:
Karen Walker - Principal Data Scientist, DSTL, Posted on:
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Categories:
Data insights, Data science, Machine learning
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...
Government Data Science community meetup, May 2020
Posted by:
Hillary Juma - Data Science Community Manager, ONS and James Charlton - Data Science Community Manager, GDS, Posted on:
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Categories:
Data insights, Data science, Events, Machine learning, People and Skills
...virtual meet up. This also allowed for new areas and subject matter experts; below you will find information related to the subject areas that were covered. We're adapting our...
Annual Tax Summaries - Alpha Assessment
...their source code publicly available, although their code base has been carefully managed in a way that is ready for release. We are aware that there is full support at...
govcookiecutter: A template for data science projects
...tests for your code. Instead of spending time configuring your test suite, we have set up the pytest framework for you, as well as coverage.py for code coverage, so you...
Using data science to build a taxonomy for GOV.UK
...understand and comment on. We decided to use Jupyter Notebook to document our experiments, because it allows us to write both code and free-form text, and expose the notebook via...
Vehicle Management - Service Assessment
...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...
Performance Prototypes: testing approaches to visualisation
If you've visited the Performance Platform recently, you may have noticed a new link in the header: The prototypes page is a place where the performance team can host unsupported,...
Dart Charge - Service Assessment
The Dart Charge is the new ‘free-flow’ charging scheme being developed for the Dartford Crossing to ease congestion. Users of the Dartford-Thurrock River Crossing of the Thames on the M25...
Employment Intermediaries - Alpha Assessment
...and data guardians are happy with this approach. The service team explained that they would be using the existing bridge rather than building a new one - they have used...
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