Effective statistical learning methods for actuaries pdf

What are the statistical learning approaches?
Statistical Learning is a set of tools for understanding data.
These tools broadly come under two classes: supervised learning & unsupervised learning.
Generally, supervised learning refers to predicting or estimating an output based on one or more inputs..
What is the actuarial method of research?
Actuarial analysis uses statistical models to manage financial uncertainty by making educated predictions about future events.
Insurance companies, banks, government agencies, and corporations use actuarial analysis to design optimal insurance policies, retirement plans, and pension plans..
You may have heard that aspiring actuaries should have some background in calculus.
Or maybe you're writing Exam P and are wondering if you're actually going to need to use all this calculus at work.
Well, thankfully, the answer is no Actuaries don't use calculus at work.

What are the statistical learning approaches?