The fantastic new resource from Mario Wüthrich and Michael Merz on statistical learning for actuarial work has just been published by Springer. This is open access and freely available here:
https://link.springer.com/book/10.1007/978-3-031-12409-9
Everyone involved in these areas will find a wealth of information in this book and I give it my highest recommendation!