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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Autumn Pensions Webinar: Update from The Pensions Regulator (TPR)
Webinar1 December 2020
This webinar will provide an update on the emerging thinking around future regulation of DB schemes:
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Autumn Pensions Webinar: To the end game and beyond
Webinar2 December 2020The webinar will discuss the challenges and opportunities schemes face in evaluating end game options, choosing a target state and understanding the impact this strategic decision could have on member outcomes long after the “end state” is reached. Adolfo, Kevin and Rhian bring over 60 years of experience in the industry and a variety of perspectives as scheme actuary, covenant adviser, trustee, de-risking adviser and insurer. -
Data Science in Banking - Opportunities and Risks
Webinar3 December 2020Retail banking is going through a period of substantial change as it moves into the digital age. Banks have large amounts of data about their customers and about their risks. Open data application programming interface (APIs) and data science are enabling banks to use their data to offer innovative and sometimes personalised services. Data science is also adding value in risk areas such as fraud detection and cyber security. At the same time, the move to online banking is making it easier for firms including fintechs to enter banking without having to establish branch networks.
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UK Town Hall 08:30-09:30
Webinar4 December 2020
IFoA President Tan Suee Chieh would like to invite you to the Institute and Faculty of Actuaries’ (IFoA) virtual UK Town Hall 2020, hosted by Tan Suee Chieh with IFoA’s Immediate Past President, John Taylor, President Elect, Louise Pryor and IFoA Chief Executive, Stephen Mann. -
UK Town Hall 10:00-11:00
Webinar4 December 2020IFoA President Tan Suee Chieh would like to invite you to the Institute and Faculty of Actuaries’ (IFoA) virtual UK Town Hall 2020, hosted by Tan Suee Chieh with IFoA’s Immediate Past President, John Taylor, President Elect, Louise Pryor and IFoA Chief Executive, Stephen Mann. -
Autumn Pensions Webinar: Cash is King - What next for CDI?
Webinar4 December 2020Cash-flow driven investing is a game-changer for DB pension funds navigating their end-game. Suitable for sponsors who want to reduce risks on their balance sheets. And for trustees, it shifts the focus to providing greater certainty of returns, managing funding level volatility and ensuring they have enough income to pay cash-flow requirements. -
Autumn Pensions Webinar: Legal update - The letter of the law
Webinar7 December 2020Patrick Kennedy, Partner at Gateley Legal and Founding Director of Entrust (a leading professional pensions trustee company), will be delivering an update on the latest legal developments during the course of 2020. With both a pensions legal perspective and over 25 years of trustee service, Patrick will seek to highlight how the letter of the law has continued to evolve against the backdrop of a difficult and challenging year -
Autumn Pensions Webinar: Impact of Dividends
Webinar8 December 2020The talk will provide an understanding of the priorities and relationships between deficit reduction contributions, in the context of wider scheme funding, and different types of value outflow from the employer based on the working party’s recently published report. -
Sessional Webinar: To the end game and beyond
Webinar11 January 2021
Running off the £2 trillion of UK corporate sector defined benefit liabilities in an efficient and effective fashion is the biggest challenge facing the UK pensions industry. Trustees and sponsors overseeing those schemes need to be clear on their target end-state and the associated journey plan – but too few have well articulated and robust plans.
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Inside the Banking Boardroom – Opportunities for Actuaries
Webinar14 January 2021The actuarial skill set has much to offer the banking industry. So many of the skills that actuaries acquire during their working life translate across to the world of banking and yet banking is perceived as an alien environment to many actuaries. But is it?
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An update from the IFoA’s Covid-19 Action Taskforce [ICAT] Risk Management workstreams
Webinar25 January 2021Covid-19 has required an urgent and cross-practice initiative to facilitate the extensive impact this pandemic has across all industries. IFoA members have been keen to contribute in a different way, so we developed the IFoA Covid-19 Action Taskforce [ICAT] to coordinate our effort, with a more efficient governance.
We have over 500 volunteers and countless topics which we have amalgamated into 93 workstreams.
IFoA President Tan Suee Chieh would like to invite you to the Institute and Faculty of Actuaries’ (IFoA) virtual UK Town Hall 2020, hosted by Tan Suee Chieh with IFoA’s Immediate Past President, John Taylor, President Elect, Louise Pryor and IFoA Chief Executive, Stephen Mann. 