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.
Annonces
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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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Magnus Smidak a modifié un 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.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... voir pluslikes 0Commentaires 0 Commentaires
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Victoria Beard et une autre personne comme ceci.
Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 2Commentaires 0 Commentaires -
Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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).... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a modifié un Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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).... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 0Commentaires 0 Commentaires
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Magnus Smidak a ajouté un nouveau Resources.17 avr. 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... voir pluslikes 2Commentaires 0 Commentaires
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James Cox a commenté cela.
Kate Cooper a ajouté un nouveau Resources.31 juil. 2023 - 16:08Socitm 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... voir pluslikes 0Commentaires 1 Commentaires -
Roopal Shah a ajouté un nouveau Resources.17 janv. 2024 - 12:54nullCase studies on using addresses and street datalikes 0Commentaires 0 Commentaires
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Roopal Shah a ajouté un nouveau Resources.17 janv. 2024 - 12:51Generative 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) are part of... voir pluslikes 0Commentaires 0 Commentaires
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Roopal Shah a ajouté un nouveau Resources.17 janv. 2024 - 12:48A 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 a... voir pluslikes 0Commentaires 0 Commentaires
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Roopal Shah a ajouté un nouveau Resources.17 janv. 2024 - 12:46This 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... voir pluslikes 0Commentaires 0 Commentaires
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Roopal Shah a ajouté un nouveau Resources.17 janv. 2024 - 12:43This 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... voir pluslikes 0Commentaires 0 Commentaires
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Roopal Shah a ajouté un nouveau Resources.17 janv. 2024 - 12:41This 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... voir pluslikes 0Commentaires 0 Commentaires
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.