Add section on regularization (perhaps L1 Lasso regression)

[tompollard]

It would be good to add a section on regularization, perhaps building on https://github.com/carpentries-incubator/machine-learning-novice-python/blob/gh-pages/_episodes/04-modelling.md to introduce regression with an L1 constraint.