The management of large quantities of data presents a global challenge to many industries. The tools and techniques which data science provides us with are helping to make sense of it.
Actuaries, by the nature of their work, are familiar with using data, but ensuring that they are familiar with some of these emerging techniques is increasingly important.
In addition, actuaries increasingly work alongside data scientists and will benefit from a better understanding of how they work.
The Certificate in Data Science is part of the IFoA’s lifelong learning agenda and is a significant step for the IFoA as we seek to provide opportunities for our Members to continually develop their skillset in a fast-moving, ever-changing business environment.
How
This is a 10-week online programme. There will be eight weeks of learning with structured support for learners, followed by two weeks to complete the final programme assignment. The estimated weekly study time commitment for the certificate is 8-10 hours. This certificate has been designed to be taken anywhere in the world.
Who
The certificate is open to all our members - Fellows, Associates, Students, and Affiliates; whatever your background or experience in this area. No prior knowledge of coding is required.
What
The purpose of this certificate is to provide an introduction to the concepts, tools, and techniques used in data science, and their relevance within an actuarial context. The certificate will also introduce you to some of the technical tools used in data science. However, it is not intended to be a course on technical data science programming.
A key part of data science is understanding how it can be applied. The certificate will therefore blend both theory and practice to ensure that these techniques are understood in an actuarial context, with the use of case studies.
The programme
The programme is broken down into 6 manageable modules:
1: Introduction to data science, data management & processing
2: Data analysis + introduction to Machine Learning (ML)
3: Data Visualisation and Communication
4: Further Analysis and Artificial Intelligence
5: Good practice of Data Science, and responsible AI
6: Future directions
Learning outcomes
At the end of this programme you will be able to:
- Understand core concepts in data science and how they relate to AI and ML.
- Retrieve, process, and manage relevant data in a range of formats.
- Analyse relevant datasets with state-of-the-art tools and techniques.
- Identify opportunities to apply business solutions with the latest ML and AI technologies in an actuarial context.
- Provide insights about the legal, ethical, and technical implications of using big data and AI in an actuarial context.
When
Booking is now open for our programme – commencing 13 January running until 24 March 2022.
Booking will remain open until 6 December 2022
You can also register your interest for programmes in our 2022/2023 schedule and we will update you nearer the time:
- 28 April - 7 July 2022
- 29 September - 8 December 2022
- 19 January - 30 March 2023
By completing the Expressions of Interest form you will be given priority booking and notified about the course you are interested in before a general notice is made that bookings are open to the wider membership.
Course cost and information
The cost is £1,450.00, which includes:
- access to all materials
- feedback following your first assignment
- access to two group tutorials
- assessment review
View the Candidate Information Pack on the Southampton Data Science Academy website.
Frequently Asked Questions (FAQs)
Read our FAQs to find out more about the Certificate in Data Science.
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Events calendar
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The Growth Mindset for Actuaries
13 October 2021 - 8 December 2021This practical course is aimed at actuaries at any stage of their career who want to develop their own growth mindset and apply it to their work setting and personal or professional lifelong learning. The content of the course builds on the lecture given by Dr Helen Wright on Growth Mindset as part of the President’s 2021 Lecture series, and will be delivered over a period of 2 months, from mid-October to early December.
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The importance of biodiversity for finance, business and policy is being increasingly recognised. While many studies highlight the overall economic impact that biodiversity loss could have, it is much more difficult to quantify and understand the particular impact that is may have on individual businesses or communities. The management and measurement of these risks is a field where actuaries are well placed to contribute. -
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GIRO 2021 Webinar Series
Online8 November 2021 - 19 November 2021
Join leading experts to discuss key issues, emerging ideas and new research across the general insurance sector. -
Proposals for changes to the regulatory framework on climate change and sustainability
11 November 2021This is a free webinar with an expert panel providing their views on the ongoing IFoA consultation for proposals regarding changes to the regulatory framework on climate change and sustainability.
The regulatory consultation sets out, for feedback some proposed approaches that the IFoA are considering in relation to charter commitments under the UK’s Green Finance Education Charter (GFEC) and the regulatory framework, including the Actuaries’ Code.
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Life 2021 Webinar Series
Online22 November 2021 - 26 November 2021
Join leading experts to discuss key issues, emerging ideas, and new research across the Life insurance sector. -
Pioneering Roles for Actuaries in Health and Care
29 November 2021
The role of actuaries within the health sector varies considerably from one country to another, due to differences in the local evolution of health systems and the funding models for health services. -
What next for Mental Health in Insurance?
1 December 2021Content will be aimed at all actuaries looking to understand the issues surrounding mental health in insurance and in particular those looking to ensure products and processes widen access for, and are most useful to, those experiencing periods of poor mental health.
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The Many Faces of Bias
2 December 2021
This webinar looks at the many types of biases, both conscious and unconscious and the impacts they can have in the workplace. Raising our own awareness and understanding of the issues can help us avoid the pitfalls of unconscious bias in particular. We’ve all heard the phrase ‘office banter’ but are we sure that’s how those on the receiving end perceive it and is it ok to go along with it?
The importance of biodiversity for finance, business and policy is being increasingly recognised. While many studies highlight the overall economic impact that biodiversity loss could have, it is much more difficult to quantify and understand the particular impact that is may have on individual businesses or communities. The management and measurement of these risks is a field where actuaries are well placed to contribute.
Join leading experts to discuss key issues, emerging ideas and new research across the general insurance sector.
Join leading experts to discuss key issues, emerging ideas, and new research across the Life insurance sector.
The role of actuaries within the health sector varies considerably from one country to another, due to differences in the local evolution of health systems and the funding models for health services. 
This webinar looks at the many types of biases, both conscious and unconscious and the impacts they can have in the workplace. Raising our own awareness and understanding of the issues can help us avoid the pitfalls of unconscious bias in particular. We’ve all heard the phrase ‘office banter’ but are we sure that’s how those on the receiving end perceive it and is it ok to go along with it?