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Data science and Lifelong Learning

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Data science and its potential for Actuaries

The world of data science continues to be both a threat and an opportunity for actuaries in traditional and new areas of work. With rapid advancements in technology, we can collect, store and draw insights from data like never before, with the potential to transform both traditional actuarial fields and open up new sectors and industries. We think that ‘Big Data’ is going to change the world and we want to be ready to embrace the opportunities that come along with it.    

Certificate in Data Science: register your interest 

John TaylorAt the AGM in June John Taylor announced the launch of the IFoA's Certificate in Data Science. This Certificate will be available to our members at all stages of their careers and wherever they are located across the globe. It will, cover topics such as Data Visualisation, Machine Learning, AI and Ethics, and the application of these to actuarial work. 

As we work towards finalising development of this certificate over the next few months we expect enrolment to start in March next year.  By registering your interest we will keep you updated of all developments.

Register your interest

Autumn Lecture

Watch our Autumn Lecture 2017 that explores these issues in detail.

Data science holds huge potential for changing the way in which actuaries work. Explore what data science is from an actuarial viewpoint.

Data science, in all its manifestations, is rarely out of the public eye these days. Why has it become such a hot topic, though, and what role should actuaries play in understanding and explaining it?

Read more


Courses to get you started

These are offered by:

These courses are online, flexible, and sometimes free; allowing you to choose when you start and how much time you spend. Each course is valuable providing a different perspective on Data Science, from Basic R to detailed analysis. Explore the options for an MSc, with a number of full or part time opportunities; for a comprehensive list of the available courses, visit the Study Portals Masters site

Data science course review

We asked some of our members for feedback on the courses they had studied; members of the Modelling Analytics and Insight from Data (MAID) Working Party identified Machine Learning (Andrew Ng, Stanford University) offered by Cousera as a great introduction.  This is what they said:

This course covers a full spectrum of machine learning starting from the basics and there is a practical focus on how to build machine learning solutions (neural networks and others) from scratch to solve real world problems. The course is 11 weeks long and requires circa 3-4 hours a week of study to complete course. The course is free but there is an option to pay for a certificate (for a one off course fee of £58).

The course is taught through a mix of lecture videos, notes, multiple choice questions and programming assignments in Octave (a freeware version of Matlab). This course is both relevant and may be useful to actuaries although it may not be suitable for every actuary because of the hands on programming which will require individuals to get stuck into it to get a lot out of the course. Recommendations are to complete programming assignments to get full benefits of course.

Qualifications provided by Actuarial Associations and other Professional Bodies:

Other learning options which you might wish to consider if you are looking for a qualification in the Data Science area:

The CAS Institute Certified Specialist in Predictive Analytics (CSPA)

The Operational Research Society - Certified Analytics Professional (CAP®)

The Society of Actuaries - Predictive Analytics Certificate Program

Lifelong Learners are motivated to never stop learning

Take time to reflect and plan before you begin any new projects

Reflect: check the competencies against your current role and future ambitions

Plan: identify exactly what skills and knowledge you need and how best to acquire them

Do: take courses, read articles, find a mentor, look online, volunteer

Record: write down everything you do, how far it met your objectives, the impact on your work

More on Data science

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Events calendar

  • KSS event in Glasgow: Public Sector Pensions

    Hymans Robertson, Glasgow 20 Waterloo St, Glasgow
    30 January 2020

    Spaces available

    – the unappreciated key assumption, the resulting unsustainable promises, the unmanaged risk and the unrecognised debt? 

    Speaker: Allan Martin will present this talk on 30 January in Glasgow, Stirling and Edinburgh. If you wish to register for another location please return to the Events Calendar.

  • KSS event in Stirling: Public Sector Pensions

    M&G Prudential, Stirling Craigforth Campus, Stirling
    30 January 2020

    Spaces available

    – the unappreciated key assumption, the resulting unsustainable promises, the unmanaged risk and the unrecognised debt? 

    Speaker: Allan Martin will present this talk on 30 January in Glasgow, Stirling and Edinburgh. If you wish to register for another location please return to the Events Calendar.

  • KSS event in Edinburgh: Public Sector Pensions

    Hymans Robertson 1, Exchange Place, Semple St, Edinburgh
    30 January 2020

    Spaces available

    – the unappreciated key assumption, the resulting unsustainable promises, the unmanaged risk and the unrecognised debt? 

    Speaker: Allan Martin will present this talk on 30 January in Glasgow, Stirling and Edinburgh. If you wish to register for another location please return to the Events Calendar.

  • The Great Risk Transfer – Breakfast briefing and launch event

    Staple Inn Hall, High Holborn London WC1V 7QJ
    31 January 2020

    Fully booked.

     

    Launch of the IFoA’s 2020 thought leadership campaign The Great Risk Transfer. The campaign will examine the trend of the transfer of risk from institutions to individuals, and how people can be better equipped to manage the financial risks they now face. At this breakfast event the IFoA will launch a call for evidence on this topic.

  • Joint IFoA and SOAT Professional Skills Training event - Bangkok

    Thai Life Insurance PCL, 13th Floor, Meeting Room 13/2, 123 Ratchadaphisek Road, Din Daeng, Bangkok 10400, Thailand  
    7 February 2020

    Spaces available

    This session is jointly organised by the Institute and Faculty of Actuaries (IFoA) and the Society of Actuaries of Thailand (SOAT).

    Video case studies will be selected from the IFoA’s 2019/2020 online content which covers a range of topics under an overarching theme of “A Trusted Profession”. This session is suitable for actuaries working in any area (i.e. it is not specifically aimed at Life, GI or any other technical discipline) and is interactive, so you should come along prepared to take part in the discussions.

     

  • Cyber Risk Event

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    10 February 2020

    Spaces available

    What do good cyber practices look like and, to what extent, can we as an industry implement these operationally and recognise these for underwriting?

  • KSS event: Where now for pensions?

    Royal London Group, 1 Thistle Street, Edinburgh, EH2 1DG
    18 February 2020

    Spaces available

    With a single party government at Westminster holding a comfortable majority, and with the first phase of Brexit complete, the potential for radical reforms of the pensions landscape is increased. 

    Former Pensions Minister Steve Webb discusses what changes we can expect to see in pensions including in state pensions, pension tax relief, automatic enrolment and the workplace pension landscape.

  • Sessional: Impact of E-cigarettes Working Party

    Royal College of Physicians, 9 Queen St, Edinburgh EH2 1JQ
    24 February 2020

    Spaces available

    This sessional meeting will be of direct interest to actuaries and others working in the in the Health and Care, Life or Pensions sectors or indeed actuaries with an interest in morbidity or mortality. Note: Registration is from 17.30 in time for the sessional to begin at 18.00.

  • Spaces available

    Investors globally are embracing ESG but what does this involve and can ESG be measured? Louise Dudley, Global Equity Portfolio Manager at Hermes Investment Management will outline the taxonomy often used when talking about ESG (exclusion, screening, engagement, sustainable, impact, responsible investing), talk about the importance of stewardship and engagement, and showcase evidence to the question as to whether ESG adds va

  • KSS event: How is Scotland’s population changing and what are the implications?

    New Register House, 3 West Register Street, Edinburgh
    5 March 2020

    Spaces available

    The National Records of Scotland (NRS) collects, preserves and produces information about Scotland's people and history to inform current and future generations - work that underpins the fabric of Scottish society and tells the story of our nation. This KSS talk will explore the following and other areas impacting Scotland’s changing population, and assess the potential implications of the changes:

  • Highlights of the Life Conference 2019 - London

    America Square Conference Centre, 17, One Crosswall, America Square, London EC3N 2LB  
    11 March 2020

    Spaces available

    This event will cover the highlights from last year's Life Conference 2019 held in Dublin. The Conference Committee has reviewed session feedback and has put together a high-quality technical programme featuring the best-reviewed sessions from the conference. Book now to ensure your place.

  • Board agenda: Why Responsible Investing, ESG, and Climate Change matters to Pension Funds, Companies

    Staple Inn, 4 High Holborn, Holborn, London. WC1V 6DR, UK
    19 March 2020

    Spaces available

    Recent years have seen ESG, Climate Change, and Responsible Investing thrust onto the corporate agenda in every boardroom. The same also be said for pension funds. Expectations of how companies should respond are high and NEDs on Boards are expected to adapt and adjust their guidance to companies accordingly. What does this mean for Actuaries serving as NEDs and Trustees?

  • KSS event: A Cashless Society- Benefits, Risks, Issues and Developments

    Deloitte, 4th Floor, Saltire Court, 20 Castle Terrace
    19 March 2020

    Spaces available

    Speaker: Iain Collier, Chair of the CSWP

    The talk will look to cover the following: Progression towards a Cashless Society • Developments home and overseas • Benefits, Risks and Issues • Crypto Currencies and Central Bank Digital Currencies.

    There will be an extended Q&A session at the end of the event.

  • Spaces available

    • What are the advantages of using AI in investing? Differences between traditional quant and AI
    • What is the difference between applying AI versus traditional quant investing?
    • Where in the investment process can AI be used? 
      • Overcoming inconsistencies in data via intelligent cross validation and error correction
      • Intelligent trading (reinforcement learning)
      • Extracting alpha 
      • Next gen AI – Continual learning
    • Looking deeper into Continual learning
    • Where does AI go next?
  • Spring Lecture 2020, Edinburgh - Vicky Pryce

    Assembly Rooms, 54 George St, Edinburgh EH2 2LR
    25 March 2020

    Spaces available

    What next in Economic Policy? Please join us for our annual Spring Lecture presented by Vicky Pryce in Edinburgh. Vicky is Chief Economic Adviser and a board member at the Centre for Economics and Business Research (CEBR).

  • Spring Lecture 2020: Live Streaming at Staple Inn - Vicky Pryce

    Staple Inn Hall, High Holborn, London, WC1 V 7QJ
    25 March 2020

    Spaces available

    This event will be live streamed from Edinburgh. 

    What next in Economic Policy? Please join us for our annual Spring Lecture presented by Vicky Pryce in Edinburgh. Vicky is Chief Economic Adviser and a board member at the Centre for Economics and Business Research (CEBR).

  • Spring Lecture 2020: Live Streaming

    Webinar
    25 March 2020

    Spaces available

    What next in Economic Policy? Please join us on 25 March 2020 for the live stream of our annual Spring Lecture presented by Vicky Pryce in Edinburgh. Vicky is Chief Economic Adviser and a board member at the Centre for Economics and Business Research (CEBR).

  • SIAS Event: CMI Update

    Staple Inn Hall, High Holborn, London, WC1V 7QJ
    1 April 2020

    Spaces available

    Following the release of the updated CMI Mortality Projection Model, CMI_2019, the CMI Mortality Projections Committee will lead a discussion on future mortality improvements.

  • Finance and Investment Conference 2020

    Royal College of Physicians, 11 St Andrews Pl, London NW1 4LE
    05-05 May 2020
    Spaces available

    Join us at this year’s Finance and Investment Conference in London that will focus on ESG. The environmental, social and governance (ESG) space is growing rapidly and increasingly moving centre stage. In many cases, it is now an essential part of policy and central to the way stakeholders make decisions for the long term to ensure retention of clients, manage risk better, and ensure more economically efficient and sustainable investment returns.

    ESG factors cover a wide range of areas reflecting how vital consideration of these factors are part of wider systemic risks.

  • IFoA Asia Conference 2020, Kuala Lumpur

    CCEC Nexus, 7, Jalan Kerinchi, Bangsar South, 59200 Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
    24-25 June 2020
    Spaces available

    Join us at the IFoA Asia Conference 2020 at CCEC Nexus, Kuala Lumpur where intellectual thought leaders, senior industry players, opinion formers, academics, actuaries and non-actuaries from across Asia and beyond are expected to attend. This year's landmark conference promises to an exciting one as our first Asian President-elect, Tan Suee Chieh will, as newly appointed president of the IFoA, use his presidential address to highlight the two key pillars of the IFoA’s emerging strategy:

    • the reinvention of the profession in terms of its skillsets and mind-sets so that we can thrive in an increasing range of domains in a digital age;
    • the widening application of actuarial science in achieving social impact and sustainability goals.

    We are also delighted to announce that the Honourable Mr. Lim Guan Eng, Minister of Finance, Malaysia, will be the guest of honour at this year's conference.

    Early bird registration is now open until 1 March.  10% group discounts are offered to a minimum of six IFoA members booking in a single transaction.  Limited spaces are available, so please sign-up early to avoid disappointment.