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Topic outline
- General
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
- Establishing a Data Strategy
- 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
- Image, Video and Audio applications
- Machine learning in GI Reserving