The overall objective of the Data Science Working Party is to be a source of delivering key objectives throughout on an annual basis of this will be to include case studies, webinars, events, strengthening the blend of actuarial expertise's. How we can integrate data science application within IFoA in our educational system and techniques we can use within our industry that are credible.
*We refer to “Data Science” as a collective term for: Data Science, Data Analytics, Big Data, Data Analysis, Data mining, Artificial Intelligence, Machine Learning, Robotics, Data Visualisation, Predictive Modelling, Deep learning.
Objectives
Objectives for Data Science WP for 2020 (considering Covid-19):
- Two Data Science events
- GIRO 2020 Contribution
- Three case studies
- Three webinars
- International Kaggle competition
Outputs
- What makes a Data Scientist?
- The Data Science process
- Statistics vs Machine Learning
- Natural Language Processing in Insurance
- Fitting data with XGBoost
- The Machine Learning Landscape
News and Events
- Data science - How actuaries can optimize usage of data science techniques within their sectors - 12 March 2020
- Data Science Virtual Conference - Data Science an Opportunities for Actuaries - 26 February - 15 April 2019
- Call for actuaries to join a Kaggle Team - for more information please email MemberInterestGroups@actuaries.org.uk
| Chair | Asif John |
| Members | 8 |
| Established | 2018 |
Related documents
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Guidance for Member Interest Groups (MIGs)
16 June 2020
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Contact Details
If you want more information about this research working party please contact the Communities Team.
Filter or search events
Events calendar
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Actuarial Innovation in the COVID-19 era
This event is online.26 April 2021 - 7 May 2021
Join us for this brand new IFoA webinar weries comprising of a fortnight of webinars, panel sessions and a hackathon, that showcase the range of ways in which the actuarial profession has added value, in the public interest, to the understanding and management of the current and future pandemics through insight and learning. -
This event is also repeated on Tuesday 27 April, 09.00-10.30. Please click here to register your place if Tuesday is your preferred choice.
Actuaries have a lot to offer biodiversity management over the next decade as the world develops more depth to its response to this global challenge. This sessional offers an opportunity to learn about this emergent risk, to contribute to our thinking as a profession and help us develop the next steps forward.
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Europe Town Hall
28 April 2021
IFoA Immediate Past President John Taylor would like to invite you to the Institute and Faculty of Actuaries’ (IFoA) virtual Europe Town Hall, hosted by John Taylor with IFoA Council Members Alan Rae, Jennifer Hartley, Maribel Vasquez Flores and IFoA Chief Executive, Stephen Mann.
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Mis-estimation risk is a key element of demographic risk, and past work has focused on mis-estimation risk on a run-off basis. However, this does not meet the requirements of regulatory regimes like Solvency II, which demands that capital requirements are set through the prism of a finite horizon like one year. This paper presents a value-at-risk approach to mis-estimation risk suitable for Solvency II work -
Finance & Investment Virtual Conference 2021
Available to watch globally in May.10-12 May 2021
This year's Finance and Investment Virtual Conference takes on the timely theme of ‘resilience’, something we have all learnt a lot more about in the last year! Our diverse range of talks will explore the theme of resilience in a variety of ways including in building robust investment portfolios, in the incorporation of ESG factors, in govern -
Wearables in insurance: a win-win opportunity
14 May 2021
This talk will explore the potential benefits that wearable tech can bring to health & protection insurers and their customers. The traditional approach of integrating wearables into insurance has largely focused on measuring steps and using rewards-based incentive programs to encourage more activity. -
Join us for this talk with Professor Sir Adrian Smith as part of the 'Dr Patrick Poon Presidential Speaker Series'. Professor Smith joined The Alan Turing Institute as Institute Director and Chief Executive in September 2018. In November 2020, he became President of the Royal Society, in addition to his leadership of the Turing. He is also a member of the government's AI Council, which helps boost AI growth in the UK and promote its adoption and ethical use in businesses and organisations across the country. He received a knighthood in the 2011 New Year Honours list. -
General Insurance Spring Conference 2021 webinar series
Online conference19-25 May 2021 -
CILA 2021
Available to watch globally in May.19-21 May 2021
We continue to live in a world of global uncertainty. Survival depends on our ability to simultaneously navigate through the diverse root-causes, ranging from: the consequences of Climate Change; on-going financial consequences of the COVID pandemic; or self-imposed changes in regulatory requirements and accounting standards. -
This is a free webinar on the consultation on changes to the Practising Certificates (PC) Scheme.
The proposals come from a recent review of the PC Scheme which was the first substantive look at the IFoA’s approach to the requirements and process for PCs since 2010. It responds directly to feedback received on how the current scheme works especially that received from members and PC Holders.
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Pensions Conference 2021
Online webinar series16-22 June 2021
Welcome to the programme for our 2nd Virtual Pensions Conference. This year's conference features 11 webinars offering members and non-members the opportunity to get up to date content from leading experts in the pension industry. There will also be opportunity to ask questions and contribute to the discussion. -
Annual General Meeting 2021
24 June 2021Given our commitment to the safety of our members and employees, and as the easing of restrictions in respect of COVID-19 cannot be guaranteed at this point in time, we have decided to hold our AGM virtually again this year.
The Business of the AGM
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This is a free webinar on the consultation on changes to the Practising Certificates (PC) Scheme.The proposals come from a recent review of the PC Scheme which was the first substantive look at the IFoA’s approach to the requirements and process for PCs since 2010. It responds directly to feedback received on how the current scheme works especially that received from members and PC Holders.
Join us for this brand new IFoA webinar weries comprising of a fortnight of webinars, panel sessions and a 
Mis-estimation risk is a key element of demographic risk, and past work has focused on mis-estimation risk on a run-off basis. However, this does not meet the requirements of regulatory regimes like Solvency II, which demands that capital requirements are set through the prism of a finite horizon like one year. This paper presents a value-at-risk approach to mis-estimation risk suitable for Solvency II work
This talk will explore the potential benefits that wearable tech can bring to health & protection insurers and their customers. The traditional approach of integrating wearables into insurance has largely focused on measuring steps and using rewards-based incentive programs to encourage more activity.
Join us for this talk with Professor Sir Adrian Smith as part of the 'Dr Patrick Poon Presidential Speaker Series'. Professor Smith joined The Alan Turing Institute as Institute Director and Chief Executive in September 2018. In November 2020, he became President of the Royal Society, in addition to his leadership of the Turing. He is also a member of the government's AI Council, which helps boost AI growth in the UK and promote its adoption and ethical use in businesses and organisations across the country. He received a knighthood in the 2011 New Year Honours list.
Welcome to the programme for our 2nd Virtual Pensions Conference. This year's conference features 11 webinars offering members and non-members the opportunity to get up to date content from leading experts in the pension industry. There will also be opportunity to ask questions and contribute to the discussion.
This is a free webinar on the consultation on changes to the Practising Certificates (PC) Scheme.