Home - Advanced and Predictive Analytics Network in Local Government
Welcome to APAN
Responding to the increasing use of predictive analytics within councils, the LGA has created a new online network for practitioners, bringing together practical help, support and an area for discussion on the use of advanced and predictive analytics into one place.
The Advanced & Predictive Analytics Network in Local Government (APAN) provides a network for local government data analysts and other invited experts to discuss, share and consider the opportunities, benefits and risks of using advanced analysis and predictive analytics in local government settings.
This is an interactive space where councils can share learning and support one another in a rapidly evolving area of innovation.
In time, we hope for the network to feature a range of discussions on the potential for data use to aid policy decisions and provide evidence for interventions. The network priorities will be determined by our users of this service. It will give councils an opportunity to showcase their use of projects, offer the evidence for their decisions, as well as share the systems and algorithms deployed for wider transparency, sharing and scrutiny.
We set out more detail about the partner organisations we are working with and the features in this network and how to use them in the "about pages" link.
Cyhoeddiadau
Ni ddaethwyd o hyd i unrhyw cofnodion
26 Mar 2024 - 08:29
This live online course explores the principles, practices and ethics of using AI when analysing qualitative data. By the end of the couse you will be:
The course will cover:
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:57A 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:55The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:53This 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,... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:50The discussion covers the importance of building capabilities, professional development within organizations, and the evolving landscape of data science careers. The Data Leaders Forum, which is... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:48A 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:46This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:44This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:43Hosted 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:39The Socitm "Location Intelligence" collection provides a comprehensive overview of how location data can transform public services through better planning, decision-making, and operational... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:34The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:30The Socitm Digital Ethics collection, provides comprehensive insights into the ethical considerations of deploying digital technologies in public service. These resources guide the ethical use,... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:29Socitm 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.15 Mai 2024 - 14:25In-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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.15 Mai 2024 - 14:25In-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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.09 Mai 2024 - 13:30The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 13:29This catalogue showcases APIs from UK public sector organisations, aiming to facilitate open data publishing and enhance government connectivity with other organisations and the industry. Public... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 13:30The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.09 Mai 2024 - 13:08A 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 13:08A 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 13:05Southend-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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 13:02A 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 12:52The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 12:50Workbook 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 12:49A 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 SUM... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 12:43ODI 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 12:41Essex 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.09 Mai 2024 - 12:39The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.17 Ebrill 2024 - 11:09Introductory guide to automated data engineering practices. It discusses best practice as well considerations. Reproducible Analytical Pipelines (RAPs) represent an approach in the statistical and... gweld mwylikes 2Sylwadau 0 Sylwadau -
Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:11The 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:10nullThe 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:10This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:08This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:07This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:07A 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:06This 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).... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:05This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Golygodd Magnus Smidak Resources.17 Ebrill 2024 - 12:05This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.17 Ebrill 2024 - 12:05This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.17 Ebrill 2024 - 12:05This 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... gweld mwylikes 0Sylwadau 0 Sylwadau
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Ychwanegodd Magnus Smidak Resources newydd.17 Ebrill 2024 - 12:06This 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).... gweld mwylikes 0Sylwadau 0 Sylwadau
How to join
Anyone may view the advanced and predictive analytics resources section .
The network's real work takes place with the interactions and discussions between its members in the discussion section (which requires users to be logged in). If you wish to participate in discussions, other activities or with information you would like to share by uploading into the resources section, then please join the network. Membership is free and open to any local government officials. You require to log in using the button at the top right of this screen.
Not signed up yet? This hub is hosted by Local Government's Knowledge Hub. You have to be registered and can sign up via Knowledge Hub here.
Requests to join are automatically accepted from those with a local government email address. Requests to join from other parties will be reviewed on a case-by-case basis as wider membership is by invitation only and is based upon expertise and responsibilities to Local Government.