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Data science

Videos and audio files of selected webinars and events around Data Science

If you have already paid to watch a webinar or attend an event, please follow the instructions below:

IFoA members – Please login to the IFoA's Virtual Learning Environment (VLE) and watch the recordings there. You can also access specific recordings by clicking on the individual titles below.

If you are not a member of the IFoA –You will have received an email detailing the link to watch the recording.

2021

Certificate in Data Scinece - One year on

In June 2019 John Taylor as President, announced the IFoA would launch its Certificate in Data Science In April 2020. Since then, the IFoA has run three cohorts of examinations and just under 400 members have sat the Certificate in Data Science. In this webinar we catch up with John, and hear from Josephine Robertson, Sam Blanchard, and Charchit Agrawal all of whom participated in the new Certificate, to share how they have applied the knowledge they have gained in their respective workplaces. We will also hear from Philip Darke who will discuss how Data Science is impacting actuarial work, before finally looking at the IFoA’s next developments in data science education.

2020

Data Science in Banking - Opportunities and Risks
December 2020

In this webinar, the speakers discussed developments in various geographic areas and considered ethical issues in data science.
Chair: John Taylor, Immediate Past President. Speakers: Mahidhara Davangere, Pramartha; Phillip Darke; Rendani Mbuvha, University of the Wirwatersrand; Crawford Taylor, Nude Finance

A recording of this webinar is available to purchase.

Video costs:
Members £25 | Non-members £45

Data Science Webinar Series

Artificial Intelligence in Actuarial Work
Speaker: Nicholas Yeo, Nicholas Actuarial Solutions

This webinar provided insight into the emerging technologies that will interact with the actuarial profession in order to provide a frame of reference for actuaries to use in performing actuarial work, such as AI in motor insurance pricing, in loss reserving, in mortality modeling, in underwriting and in fraud & claims.

A recording of this webinar is available for members and non-members to purchase.

Communicating Data Science
Speakers: Chair: Asif John, ARGenesis, Alex Labram, Grant Thornton, Stelio Passaris, FIS

The aim of this webinar was to give actuaries an approach and checklist of considerations for communicating the results, methods, and technical specifics of a machine learning model to relevant parties.

A recording of this webinar is available for members and non-members to purchase.

Data Science & AI in Banking Risk Management
Speaker: Mahidhara Davangere, Pramartha

An introduction to Data Science & Artificial Intelligence, changes across the banking sector. 

A recording of this webinar is available for members and non-members to purchase

Machine Learning in Portfolio Management
Speaker: Jiajia Cui Moody's Analytics

In this session, speaker Jiajia presented a case study applying “Q Learning” method in portfolio management optimization.

A recording of this webinar is available for members and non-members to purchase

Next-Gen Insurance leveraging partnerships and advanced analytics
Speaker: Mohit Gupta, AXA

Gives an overview of evolving customer needs, use of advanced analytics across the insurance value chain, considerations to engage in data-driven partnerships, and a glimpse into AXA’s ongoing transformation journey to become a data-driven and tech-led company.

A recording of this webinar is available for members and non-members to purchase.

Modular Framework of Machine Learning Pipeline
Speaker: John Ng, Reinsurance Group of America (RGA)

In this presentation John introduced a modular framework of streamlining analytics and machine learning workflow in enterprises.  

A recording of this webinar is available for members and non-members to purchase.

The role of data science in customer-centric insurance
Speaker: Michael Storozhev, Cover More Travel

Showcasing ML, AI and Natural Language Processing techniques, this presentation showcased a journey in travel insurance combining external online insights with free text data and help build products that meet expectations of regulators and customers.

A recording of this webinar is available for members and non-members to purchase.

Why data science and AI needs us more than ever
Speakers: Dame Wendy Hall,Melanie Zhang, Stuart Coleman, Colin Thores
This session covered some examples of Machine Learning (ML) being used in both traditional actuarial and wider industries, and highlight a few common fallacies that can occur when interpreting the results.

A recording of this webinar is available for members and non-members to view for Free.

Using Data Analytics for P&C Growth and Profit Optimization
Speakers: Sylvia Pleskot and Calum Thornhill, Swiss Re

This webinar covered the overview of combining portfolio data with external data and looked at the Why? What? How? and discussed some of the latest trends around the world.

A recording of this webinar is available for members and non-members to purchase.

Video costs: Members: £15 | Non-members: £35

Introduction to Data Science MIG- Professionalism, Regulation and Ethics

This webinar provided an overview of research undertaken within the Data Science MIG with focus on one work stream “Professionalism, Regulation & Ethics”. It also gave an overview of the key topics, exploring what TAS 100 means for data science algorithms, why you might need to take more care with data science to avoid breaching regulatory requirements, and which ethical considerations are relevant to data science.

A recording of this webinar is available for members and non-members to purchase.

Video costs:

Members: £15 | Non-members: £35 

AI: A red eyed terminator or an actuary's best friend?
Speaker: John Taylor, immediate past-President of the Institute and Faculty of Actuaries.

Despite long-running concerns that innovation could lead to widespread redundancy, technology has enabled greater productivity, created higher-value jobs and spurred us on to new heights. With artificial intelligence increasingly automating work undertaken by professionals, I look at the prospects for the actuarial profession in the era of unprecedented technological innovation. Whilst this “double-edged sword” will see some traditional actuarial tasks being automated, I contend it will create more opportunity for actuaries to contribute to a broader range of important issues such as climate change and consumer finances. Moreover, the prevalence of data provides a platform for actuaries to make a difference outside the traditional sectors of insurance and pensions.

A recording of this webinar is available for members and non-members to purchase.

Video costs: Members: £15 | Non-members: £35

How actuaries can optimize usage of data science techniques within their sectors

The world of Data Science continues to exponentially grow with unknown limits and where it can reach. However, without data we will all still face these challenges in our day to day life.

The aim of the event was to demonstrate how we can optimize the usage of data science techniques within the actuarial domain across our sectors covering the following six areas: IFoA Data Science certification program • General Insurance • Life and Health • Insurtech • Ethics & Regulation • Data Strategy in the following sessions available to view on the IFoA's Virtual Learning Environment:

Establishing a Data Strategy:Data Culture, Data Management & Data Risks

Machine learning applications to non-life pricing

General Insurance: Making machine learning techniques interpretable

Data Visualisation in Insurance

Pricing and commercial applications in Life/Health insurance

Capital Proxy Modelling with the use of Machine Learning Algorithms

Enterprise Machine Learning Pipeline

Introduction to Insuretech

The practical applications of IoT in Life Reserving

Machine learning in GI Reserving

Overview of the IFoA Data Science Certificate

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Events calendar

  • Spaces available

    Climate-Related Risk - This free to view webinar on Climate-Related Risk is the first in a series focusing on some of the ‘Hotspots’ identified in the JFAR Risk Perspective bringing the Risk Perspective to life with practical illustrations and insights from subject experts from the IFoA and other Regulators

  • Spaces available

    Recent decades have seen institutions, such as employers and financial services, give people more choice and flexibility, but these freedoms have come with more responsibilities. Individuals are now responsible for managing more of their own financial risks, from ensuring they put enough money into their pension to securing affordable protection to be financially resilient.

  • Actuarial Innovation in the COVID-19 era

    This event is online. 
    26 April 2021 - 7 May 2021
    Spaces available

    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.

  • Spaces available

    This event is now temporarily closed on Monday 26 April, but the session will be repeated on Tuesday 27 April, 09.00-10.30. Please click here to register your place. 

    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.

  • Europe Town Hall

    28 April 2021

    Spaces available

    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.

  • Spaces available

    Sessional Meeting - Free to viewMis-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
    Spaces available

    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

  • Spaces available

    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.

  • Spaces available

    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.

     

  • CILA 2021

    Available to watch globally in May.
    19-21 May 2021
    Spaces available

    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.

  • Pensions Conference 2021

    Online webinar series
    16-22 June 2021
    Spaces available

    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.