Actuarial Data Science

1 - French Motor Third-Party Liability Claims

2 - Inisghts from Inside Neural Networks

3 - Nesting Classical Actuarial Models into Neural Networks

4 - On Boosting: Theory and Applications

5 - Unsupervised Learning: What is a Sports Car

6 - Lee and Carter go Machine Learning: Recurrent Neural Networks

7 - The Art of Natural Language Processing

8 - Peeking into the Black Box

9 - Convolutional neural network case studies