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Resources - Advanced and Predictive Analytics Network in Local Government
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Blog (27)
Other (23)
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AI Ethics and Governance in Practice | The Alan Turing Institute
A series of workbooks and reports designed to provides public sector organisations with the Process-Based-Governance (PBG) Framework, a framework for applying principles of AI ethics and safety to...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Report
0
0
ODI Case Study - Data Ethics Maturity Model
The Data Ethics Maturity Model is a comprehensive framework designed by the Open Data Institute to evaluate and enhance the integration of ethical data practices across organizations. It aids in...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Case study
0
0
ODI Resource - Data literacy and the UK Gov
This report examines the UK government's approach to data literacy within both its workforce and the general public. It emphasizes the importance of a clear understanding of data literacy,...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Report
0
0
Data Talks - Growing Capabilities and Careers in Data Science
The discussion covers the importance of building capabilities, professional development within organizations, and the evolving landscape of data science careers. The Data Leaders Forum,...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Other
0
0
Data Talks - Collaborative Communities Insight Informing the Night Time Economy in Colchester
A detailed case study that explores the impact of a community-based intervention and how data can be used to measure the impact. El Assi detailed the challenges posed by "wicked problems" in the...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Case study
0
0
Data Talks - Embrace the Era of Data Literacy
This session focused on the critical importance of data literacy in enhancing decision-making and operational efficiency within public services. It included discussions on the definition and...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Other
0
0
Data Talks - AI in the public sector
This is a seminar delivered with representatives from LOTI, Hackney Council and Microsoft. It explores the implications, opportunities, and risks associated with AI's application in public...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Other
0
0
Data Talks - Case for Change - Maximising Data Assets from strategy to implementation
Hosted by the Essex Centre for Data Analytics (ECDA), aimed at discussing the potential and application of data and analytics within the public sector. Key speakers highlighted the transformative...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Other
0
0
SOCITM - Location Intelligence
The Socitm "Location Intelligence" collection provides a comprehensive overview of how location data can transform public services through better planning, decision-making, and operational...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Other
0
0
Artificial intelligence (AI): what senior leaders in local government should know
The white paper "Artificial Intelligence (AI): What Senior Leaders in Local Government Should Know" outlines the importance of understanding AI's potential and challenges for enhancing public...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Report
0
0
SOCITM Digital Ethics Collection
The Socitm Digital Ethics collection, provides comprehensive insights into the ethical considerations of deploying digital technologies in public service. These resources guide the ethical use,...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Other
0
0
Using Generative Artificial Intelligence Large Language Models – Do’s and don’ts
Socitm provides a set of guidelines on the ethical and responsible use of Generative AI Large Language Models (LLMs) like ChatGPT, Bard, and Bing for public service organizations, outlining...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Guide
0
0
Mapping Data Ecosystems
In-depth guidance on how to find and understand the data in your organisation from the Open Data Institute. The Open Data Institute's updated guide on Mapping Data Ecosystems serves as an in-depth...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
15 Mai 2024
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Type:
Guide
0
0
UK public sector APIs
This catalogue showcases APIs from UK public sector organisations, aiming to facilitate open data publishing and enhance government connectivity with other organisations and the industry. ...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Other
0
0
Data Standard Authority - Data standards
The Data Standards Authority (DSA) aims to enhance data management within the public sector by setting standards. These standards facilitate the sharing and utilization of data more efficiently and...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Guide
0
0
Data to Insights - Training/Learning and Apprenticeship opportunities
A series of learning materials and an apprenticeship programme for children's services data professionals. Data to Insights offers comprehensive learning materials for LA children's services...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Training
0
0
Data to Insights - Case study on use of R in a LA/Children's/Public Health
Southend-on-Sea Borough Council's data team started using R and Shiny for enhancing data analysis in children's and public health departments. Leveraging these open-source tools has allowed for...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Case study
0
0
Data to Insights - Case study on use of Python in LA/Children's Services
A collaborative project by Wigan Council, Social Finance, and other local authorities to enhance data analysis in children's social care using Python, an open-source programming language. It...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Case study
0
0
AI Ethics and Governance in Practice | Foundations for Sustainable AI Projects - Workbook 3
The document focuses on applying fairness in AI, addressing how to identify and mitigate bias and discrimination. It introduces concepts like fairness, Public Sector Equality Duty, and the...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Report
0
0
AI Ethics and Governance in Practice | Foundations for Sustainable AI Projects - Workbook 2
Workbook 2 focuses on stakeholder impact assessments (SIAs) as a tool for identifying potential harms and benefits. It outlines the importance of revisiting SIAs during each phase of an AI system's...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
|
Type:
Report
0
0
AI Ethics and Governance in Practice | Foundations for Sustainable AI Projects - Workbook 1
A comprehensive introduction to setting up an AI project. It features a series of activities , case studies and examples that explain and explore ethics in AI. This workbook introduces the...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Report
0
0
ODI Learning - short courses, self paced and certified
ODI offer a wide selection of paid for and free courses that cover a wide range of subjects. Examples of the courses on offer include: Strategic Data Skills - Designed for individuals seeking to...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Training
0
0
Data Talks - Every Cloud has a Silver Lining
Essex County Council shared insights on establishing a cloud data platform, focusing on the rationale, structure, and seven key lessons learned to aid similar initiatives. The Data and Analytics...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Case study
0
0
Data Talks - Maximising Impact with Effective Data Outputs
The session emphasized the importance of creating impactful data outputs by ensuring they are easily accessible, user-friendly, and convey significant insights, underlining the power of...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
09 Mai 2024
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Type:
Guide
0
0
Data Talks - Ethics in Action Navigating Responsible Innovation
This session focused on data ethics, the presenters emphasized the significance of ethical considerations throughout the data life cycle in the public sector, specifically addressing data...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
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Type:
Tool
0
0
Data Talks - Help! Where Do I Start
This session explore overcoming barriers such as capacity and skillset limitations and the importance of building a data culture for evidence-based decision-making. The session highlights...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
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Type:
Case study
0
0
Data Talks - Breaking down barriers to sharing data
This session contains a detailed exploration of the strides made in data sharing and analytics, particularly highlighted through the initiatives of the Suffolk Office of Data Analytics (SODA). ...
Resource
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Gan:
Magnus Smidak
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Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Case study
0
0
Data Talks - Transformative Power of Linked Data
A session on the transformative impact of linked data in healthcare, focusing on the Data Talks program within England's healthcare system. This program is part of an effort to unify and leverage...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Other
0
0
Data Talks - Reducing Harm through Evidence Based Approach
This session covers a detailed discussion on how Essex Police utilizes data analytics to enhance public safety and reduce crime. The conversation emphasizes the ethical use of data, the challenges...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Case study
0
0
Data Talks - Analytics in the Real World
This session provided a deep dive into the utilisation of data and analytics across various public sector services, highlighting the critical role of data in shaping strategies, enhancing service...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
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Type:
Case study
0
0
Data Talks - AI Unveiled
This session focused on the exploration and discussion of artificial intelligence (AI) in various contexts, led by Steven Simkin, a Data Science Fellow at Essex County Council. The session aimed to...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Other
0
0
SRA Training
The Social Research Association (SRA) champions excellence in social research by offering extensive training, guidance, and support to over 1,500 members worldwide. Founded in 1978 and a charity...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Training
0
0
Introduction to AI assurance
The UK government's "Introduction to AI Assurance" emphasizes the importance of developing and deploying AI technologies in a safe, responsible manner, highlighting efforts to establish guidelines...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Report
0
0
Introduction to Reproducible Analytical Pipelines
Introductory guide to automated data engineering practices. It discusses best practice as well considerations. Reproducible Analytical Pipelines (RAPs) represent an approach in the statistical and...
Resource
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Gan:
Magnus Smidak
|
Diweddarwyd ddiwethaf:
17 Ebrill 2024
|
Type:
Guide
2
0
Case studies
Case studies on using addresses and street data
Resource
|
Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Case study
0
0
Guidance to civil servants on use of generative AI
Generative AI is a broad label used to describe any type of artificial intelligence (AI) that can be used to create new text, images, video, audio, or code. Large Language Models (LLMs)...
Resource
|
Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Guide
0
0
Data protection impact assessments
A Data Protection Impact Assessment (DPIA) is a process to help you identify and minimise the data protection risks of a project. You must do a DPIA for processing that is likely to result in...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Guide
0
0
Explaining decisions made with AI
This co-badged guidance by the ICO and The Alan Turing Institute aims to give organisations practical advice to help explain the processes, services and decisions delivered or assisted by AI, to...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Guide
0
0
Guidance on AI and data protection
This guidance covers what we think is best practice for data protection-compliant AI, as well as how we interpret data protection law as it applies to AI systems that process personal data. The...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Guide
0
0
Innovation advice service
This is a fast, direct service for organisations doing new or innovative things with personal data. We give advice to help solve the data protection issues holding up the progress of your new...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Guide
0
0
Data sharing
The guidance on this page is suitable for medium and large businesses and organisations in the public, private and third sectors.
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Guide
0
0
Introduction to the Data Science and Data Visualisation Accelerator programmes
The Accelerator is a capability-building programme that gives analysts from across the public sector the opportunity to develop their data science or data visualisation skills. It is delivered by...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
17 Ion 2024
|
Type:
Tool
0
0
Foundation Models in the Public Sector
This report considers the practical opportunities of generative AI and large language models in the public sector, including use cases and areas for caution, but also a consideration of...
Resource
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Gan:
Juliet Whitworth
|
Diweddarwyd ddiwethaf:
16 Hyd 2023
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Type:
Report
0
0
Generative AI – Guidance for CIOs and those in similar roles
This report contains guidance on the responsible use of GenAI, technical guidance for councils, how to develop use cases, how to govern GenAI, and a bank of use cases that councils could and should...
Resource
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Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
02 Hyd 2023
|
Type:
Guide
0
0
Generative AI – Guidance for all staff
This guidance is aimed at all staff, assuming a basic knowledge of Generative AI (GenAI). It contains practical tips for using GenAI better in their own work, a list of six steps to take to be...
Resource
|
Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
02 Hyd 2023
|
Type:
Guide
4
1
Generative AI – Guidance for local authority leaders
This two page guidance is aimed at local authority leaders who want to understand the basics of what GenAI is, how it might impact their council, and how their council can avoid and mitigate the...
Resource
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Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
02 Hyd 2023
|
Type:
Guide
0
0
Article: The practicalities and pitfalls of AI in local government
Councils must be responsible innovators and open with residents if they experiment with AI, writes the data ethicist at the London Office of Technology & Innovation (LOTI) in a new article for...
Resource
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Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
02 Hyd 2023
|
Type:
Blog
0
0
The Government Data Quality Framework
This framework presents a set of principles for effective data quality management, and provides practical advice to support their implementation. The framework is relevant for anyone working...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
08 Medi 2023
|
Type:
Tool
6
0
Supporting data integration with UPRNs
Discover videos from senior politicians, managers and practitioners in local authorities and central government, explaining the benefits that councils can gain from using integrating their systems...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
08 Medi 2023
|
Type:
Guide
3
0
Guidance on creating and sharing spreadsheets
This guidance will help you avoid common errors when working with spreadsheets, consider user needs, improve interoperability and create more accessible spreadsheets. ...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
08 Medi 2023
|
Type:
Tool
2
0
An example of transparent working practice for data and digital projects
GOV.UK is the digital home for the UK government. It’s run by the Government Digital Service (GDS). They publish a 'roadmap', which describes what they have recently done, what they are currently...
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
08 Medi 2023
|
Type:
Other
0
0
Description of the role of a data architect
A description of what a data architect does and the skills needed to do the job.
Resource
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Gan:
Roopal Shah
|
Diweddarwyd ddiwethaf:
08 Medi 2023
|
Type:
Guide
0
0
Open Referral UK
Open Referral UK is a UK version of the international standard for interchange of open data describing human services. Open Referral UK is endorsed by the UK Cabinet Office’s Data Standards...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
03 Awst 2023
|
Type:
Tool
0
0
Standard Lists
Standard Lists are taxonomies maintained by the LGA and made available openly for categorising and cross-referencing information. Standard Lists are provided by the LGA’s LG Inform Plus...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
03 Awst 2023
|
Type:
Tool
1
0
Record of Processing Aactivity (RoPA)
RoPA is an LGA service that lets councils create and maintain their Record of processing Activity, as required by General Data Protection Regulations. RoPA (Record of\Processing Activity)...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
03 Awst 2023
|
Type:
Tool
0
0
Records Retention
Records Retention is an LGA service that provides guidance on the retention of records in relation to each service in the Local Government Services List. Records Retention is a service...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
03 Awst 2023
|
Type:
Tool
0
0
LG Inform Plus - Natural Neighbourhoods
Natural Neighbourhoods is an LGA-hosted service that provides detailed information and open data on statistical and administrative geospatial areas, including user-defined areas. Natural...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
03 Awst 2023
|
Type:
Tool
0
0
LG Inform Plus - Data Tool and API
Tools and programmer interfaces to provide access to the raw data used by LG Inform and LG Inform Plus. The LG Inform Plus Data Tool and Application Programming Interface (API) provide...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
03 Awst 2023
|
Type:
Tool
0
0
Socitm publication: Chatbot-GPT – What does it mean?
A helpful summary from Socitm (the society for innovation, technology and modernisation) of the issues to consider when using Large Language Models (LLMs) such as Chat GPT - an Artificial...
Resource
|
Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
31 Gorff 2023
|
Type:
Guide
0
0
Access your local data with the LGA's free data benchmarking platform LG Inform
The LGA's free data benchmarking platform LG Inform presents up-to-date data about your local area and the performance of your council or fire and rescue service. New data is added quickly after...
Resource
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Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
31 Gorff 2023
|
Type:
Tool
0
0
Using the Unique Property Reference Number (UPRN) – a guide for councils
The Unique Property Reference Number (UPRN) should be fundamental to all data matching and, therefore, to all data analysis. To learn more about UPRNs and for a comprehensive guide to using them,...
Resource
|
Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
31 Gorff 2023
|
Type:
Guide
0
0
Sample corporate policy for use of Generative Artificial Intelligence
Socitm and ALGIM have created a sample corporate policy for the use of Generative AI in local government. This covers purpose/use/risks/compliance/review and councils are welcomed to adopt this as...
Resource
|
Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
31 Gorff 2023
|
Type:
Guide
0
1
National Data Strategy
The National Data Strategy is a framework for the action the government will take on data. It looks at how the government can leverage existing UK strengths to boost the better use of data across...
Resource
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Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
26 Gorff 2023
|
Type:
Report
0
0
Local Area Research and Intelligence Association (LARIA)
LARIA is a UK-based membership body largely run by volunteers working in the public sector. LARIA exists to promote continuous improvements in the quality and impact of local research and...
Resource
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Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
26 Gorff 2023
|
Type:
Other
0
0
Algorithmic Transparency Recording Standard
It can be difficult to provide information on the use of data-driven technologies in a trusted, accessible, effective way to the public. The Algorithmic Transparency Recording Standard...
Resource
|
Gan:
Kate Cooper
|
Diweddarwyd ddiwethaf:
31 Gorff 2023
|
Type:
Tool
0
0
ICO guidance on AI and data protection
A blog from the Information Commisioner's Office looking at people’s interactions with the government, both local and central, and how they are handing over data about themselves. People...
Resource
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Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
21 Awst 2023
|
Type:
Guide
5
2
Equality watchdog guidance on procurement and use of artificial intelligence in the public sector
The use of artificial intelligence by public bodies is to be monitored by Britain’s equality regulator to ensure technologies are not discriminating against people. In September 2022, the...
Resource
|
Gan:
Tim Adams
|
Diweddarwyd ddiwethaf:
21 Awst 2023
|
Type:
Guide
1
0
Ideas to test and implement appropriate tools for doing data ethics from LOTI (Oct 2022)
In 2022, the London Office of Technology and Innovation (LOTI) has been working to knit together all the great initiatives being done by other experts to understand and assemble what expertise...
Resource
|
Gan:
Tim Adams
|
Diweddarwyd ddiwethaf:
18 Hyd 2022
|
Type:
Guide
0
0
London Data Ethics Service from LOTI (Oct 2022)
The London Data Ethics Service has been established by the London Office of Technology & Innovation (LOTI) as part of our aim to help boroughs identify and navigate the ethical issues within...
Resource
|
Gan:
Tim Adams
|
Diweddarwyd ddiwethaf:
18 Hyd 2022
|
Type:
Guide
0
0
Data Ethics Training, Learning and Upskilling advice from LOTI (Oct 2022)
Managing data ethics well requires specific skills, methods and knowledge that should be developed in employees at different levels through professional training courses. LOTI has been...
Resource
|
Gan:
Tim Adams
|
Diweddarwyd ddiwethaf:
18 Hyd 2022
|
Type:
Training
0
0
Artificial intelligence in the public sector
An article looking at the effective, responsible and ethical use of AI in the public sector. Much of the content is centred from a recent conference titled ‘Artificial Intelligence: What’s in...
Resource
|
Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
08 Medi 2022
|
Type:
Report
1
0
Which UK Cities are the most AI-ready?
An interesting article which identifies which UK cities are most likely to benefit from a growing appetite for artificial intelligence in business and the public sector. The index is compiled...
Resource
|
Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
26 Gorff 2022
|
Type:
Report
1
0
Transparency in data analytics and algorithms assisting decision making [GOV.UK]
This is a government blog published on GOV.UK by the Government Digital Service (GDS) in July 2022. It sets out government thinking on the need and approach to being transparent in the...
Resource
|
Gan:
Tim Adams
|
Diweddarwyd ddiwethaf:
21 Awst 2023
|
Type:
Blog
1
0
Real-world examples of predictive analytics in government
An interesting article that identifies a number of real-world examples of predictive analytics in government and how they use predictive analytics to improve service delivery to their clients. ...
Resource
|
Gan:
Keiron Watt
|
Diweddarwyd ddiwethaf:
30 Meh 2022
|
Type:
Blog
1
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A Data Ethics Framework for Local Authorities
LOTI has published a Data Ethics Capabilities Framework as part of its programme to promote the responsible use of data and artificial intelligence in local government. The framework identifies...
Resource
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Gan:
Keiron Watt
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Diweddarwyd ddiwethaf:
17 Meh 2022
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Type:
Guide
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