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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Kicking off the Performance Platform user forum
...about users of the Performance Platform. Who's looking at dashboards and sharing them within organisations? What could we do to increase usage? The experiences we heard about in the room...
Service Manual - Service Assessment
...People working in digital in other governments (for example the US and Australia) People working in local government and Parliament And more widely than that, for example people working in...
Fitness 2 Drive - Service Assessment
...brought in for alpha assessment is limited in scope and there are some areas which the team will need to focus on in private beta development and which will need...
Introducing the Government Data Standards Authority
Posted by:
Rosalie Marshall - Lead Technology Advisor, GDS, Posted on:
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Categories:
Data insights, Data Standards, Events
...Standards Authority (DSA) that will, over the next 3 years, put in place a common core infrastructure to join up government and fix the foundations with which it operates. GDS...
Guaranteed Minimum Pension - Alpha Assessment
Posted by:
, Posted on:
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Categories:
...a decision on whether to include this option in future iterations; develop an approach to handling errors (for example when a user enters correct details but the system can’t return...
Digital Self Assessment (Opt-In Messaging) - Live Assessment
Posted by:
, Posted on:
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Categories:
...in process, showing an increased uptake of the service by drawing users in to the content, increasing the comprehension of the service. So far only a tiny fraction of people...
How we are using machine learning to detect GOV.UK feedback spam
Posted by:
Felix Reilly, Data Scientist, Government Digital Service, Posted on:
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Categories:
Data insights, Data science, Machine learning
...content, to multiple lines of code and incomprehensible combinations of characters. To extract insights, colleagues suddenly needed to manually filter out tens of thousands of unusable responses over the year....
Automatically produce best practice spreadsheets
Posted by:
Rowan Hemsi, Data Scientist, Office for National Statistics, Posted on:
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Categories:
Excel, Python, Reproducible Analytical Pipelines, Spreadsheets
...efficient and transparent RAP, but your users want the results in Excel? Where gptables comes in gptables is a python package that generates good practice spreadsheets. With your dataset...
Using a federated model for API discovery in government
Posted by:
Bethan Palmer, Data Standards Authority Developer, Central Digital and Data Office, Posted on:
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Categories:
Data Standards, Guidance, Implementation, People and Skills
In the Data Standards Authority we’re currently thinking about the discovery of Application Programming Interfaces (APIs) within and between different government departments and agencies. We specifically mean web APIs, which...
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