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Resources - Advanced and Predictive Analytics Network in Local Government
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Resource
Government by Algorithm: the Myths, Challenges and Opportunities
A blog about algorithms in government: what they are, the benefits they can offer and how to build confidence in them.
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
Data Science Accelerator Programme 2021: Applications now open.
Applications have opened today (18/01/21) for the 2021 Data Science Accelerator Programme. This programme is an opportunity for UK public sector analysts to develop data science skills and...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Training
3
0
Resource
Just AI - a network of useful resources to support artificial intelligence from Ada Lovelace
The JUST AI programme is an independent network of researchers and practitioners established in partnership with the Arts and Humanities Research Council (AHRC) and supported by the Ada...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Other
1
0
Resource
Digital Ethics: the ethics of using emerging technologies and data
A SOCITM policy paper on the ethical considerations which should be examined in how organisations develop and use technology and data.
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Report
1
0
Resource
Mind the Gap: how to fill the equality and AI accountability gap in an automated world
Analysis and recommendations from a cross-disciplinary Equality Task Force at the Institute for the Future of Work on what is needed to ensure that algorithms are used in a fair and transparent...
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Guidelines for AI Procurement
A summary of best practice addressing the specific challenges of acquiring Artificial Intelligence technologies in government.
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
What great data analysts do - and why every organisation needs them
A blog that neatly describes the three types of roles needed in an effective data science team, and why data analysts are most important.
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Blog
2
0
Resource
AI Fairness 360
An extensible open source toolkit to help analysts examine, report, and mitigate discrimination and bias in machine learning models throughout the AI application lifecycle.
By:
Juliet Whitworth
Last updated:
15 Jun 2022
Type:
Tool
0
0
Resource
How is government using big data? A Bureau of Investigative Journalism Report
AI, algorithms, deep learning, big data - barely a week goes by without a new revelation about our increasingly digital future. Computers will cure cancer, make us richer, prevent crime, decide...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Assessment List for Trustworthy Artificial Intelligence (ALTAI) for self-assessment in the EU
High-Level EU Expert Group on Artificial Intelligence presented its final Assessment List for Trustworthy Artificial Intelligence. The Ethics Guidelines are based on seven key...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Tool
0
0
Resource
Artificial Intelligence as a Public Service: Learning from Amsterdam and Helsinki and online registers
On September 28, 2020, at the Next Generation Internet Summit, Helsinki and Amsterdam announced the launch of their open AI registers. The AI registers are currently being populated. Anyone can...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Centre for Data Ethics & Innovation (CDEI) - artificial intelligence barometer
The CDEI published in June 2020 its AI Barometer, a major analysis of the most pressing opportunities, risks, and governance challenges associated with AI and data use in the UK, initially...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
The Transformation & Innovation Exchange in Local Government (TIEx)
Responding to a call from councils, the LGA has created a new online hub that brings together practical help for local government about innovation and efficiency into one place. It features a...
By:
Tim Adams
Last updated:
15 Jun 2022
Type:
Tool
0
0
Resource
Metadata standards for sharing and publishing data
The Government Digital Service (GDS) have published guidance and standards on how to improve data sharing across government. This page includes standards on sharing and publishing data in...
By:
Katie Goodger
Last updated:
21 Aug 2023
Type:
Guide
1
0
Resource
Understanding artificial intelligence ethics and safety.
Ethical considerations are likely to arise at every stage of an AI project and so the Government Digital Service (GDS) and Office for Artificial Intelligence (OAI) have published guidance on...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Nesta suggests tools for local government to get the most out of the data it holds
Nesta suggests tools which can help organisations to get more form their data. This quick read explains why data maturity frameworks are useful, models for data maturity for social sector...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Tool
0
0
Resource
Peer review framework for predictive analytics in humanitarian response.
The UN Office for the Coordination of Humanitarian Affairs (OCHA) in March 2020 has been working with partners to understand the current state of model development and use of predictive...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
The state of Offices of Data Analytics in the UK, Nesta.
Nesta's Office of Data Analytics (ODA) Programme aims to provide 'a model for multiple organisations to join up, analyse and act upon data sources from multiple public sector bodies to improve...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Assessing if artificial intelligence is the right solution.
The use of artificial intelligence requires a large quantity of data. This guidance from the Government Digital Service (GDS) and Office for Artificial Intelligence (OAI) identifies 9 essential...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Learning about users and their needs.
Guidance from the User research community around ensuring there is understanding on who is using a service and what they need from that service. The guide suggests there should be close...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Institute for Government: Four things government must learn from the A-level algorithm fiasco.
In light of the Summer 2020 exams fiasco the Institute for Local Government have posted an article on the need to learn from this experience, drawing on algorithmic bias, accountability,...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
New Zealand Algorithm Charter Press Release.
In July 2020, the New Zealand Government became the first in the world to outline a set of standards to guide the use of algorithms by public agencies. The new algorithm charter aims to give...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
0
0
Resource
Public sector data analytics, a Nesta guide.
This guide is for public sectors organisations who are interested in using data analytics to make better decisions and improve public services. There are 8 modules covering a variety of...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Algorithmic Decision-Making and the Control Problem.
There are long-held concerns that introducing computers into decision-making can lead to human operators becoming complacent or over-reliant on their computer support. This is referred to as...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Decision-making in the age of the algorithm.
Published by Nesta, this guide puts focus on the issue of human and machine learning interaction so that frontline practitioners can use predictive analytics effectively. The report discussed...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
0
0
Resource
Using AI in breast cancer screening to reduce false positives and false negatives (Feb 2020).
Published in The Lancet Digital Health Journal, this study aimed to develop an artificial intelligence (AI) algorithm for diagnosis of breast cancer in mammography, and explore whether it could...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Predictive Analytics in the Troubled Families Programme.
The troubled families programme has often provided a testbed for pioneering predictive analytics. This blog post from the Ministry for Housing, Communities and Local Government (MHCLG) helps to...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Blog
1
0
Resource
Deloitte: Credit scoring case study in data analytics.
In this document Deloitte outlines one important application of advanced analytics in a private business setting, credit scoring. This case study showcases a solution to a common business problem...
By:
Katie Goodger
Last updated:
09 Dec 2020
Type:
Case study
0
0
Resource
Addressing trust in public sector data use
An independent report by the Centre for Data Ethics and Innovation (CDEI) on maximising the beneficial use of personal information held in the public sector. Effective use of data is more...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Report
0
0
Resource
Data Ethics Framework
Published by the Government digital Service (GDS) this guidance is aimed at public sector organisations on how to use data appropriately and responsibly when planning, implementing, and...
By:
Katie Goodger
Last updated:
15 Jun 2022
Type:
Guide
1
0
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