Useful links

Links to the Institute and Faculty of Actuaries (IFoA) website

Other IFoA-related links

Other resources

Data Science in Actuarial Institutes and Societies

• Swiss Association of Actuaries – Actuarial Data Science tutorials and courses
  
• iCAS – Predictive Analytics and Data Science
  
• Society of Actuaries – Data Analytics Resources
  
• Actuaries Institute of Australia
  
• Singapore Actuarial Society – Data Analytics
  
• International Actuarial Association – Big Data Task Force
  
• Deep Learning with Actuarial Applications in R, the by Swiss Association of Actuaries
  

Actuarial Publications

• The Actuary magazine IFoA – Data Science topics
  
• The Actuary magazine SOA
  
• Annals of Actuarial Science
  

Books and Publications

• An Introduction to Statistical Learning
  
• The Elements of Statistical Learning
  

Courses

• Andrew Ng’s Machine Learning Course
  
• Coursera
  
• EdX
  
• Udacity
  
• Udemy
  
• Big Data University
  

Websites

• Kaggle
  
• KDnuggets
  
• Towards data science
  

Data Sources

• The Human Mortality Database
  
• Mortality Data Directory, by the Mortality Research Steering Committee (MRSC) and IFoA
  
• Office for National Statistics
  
• CASdatasets package: a collection of insurance datasets
  
• Amazon: Open Data on AWS