I was a huge Martin Gardner fan during my teenage years – I still have the books and almost a complete set – so I was delighted to find my former Sun colleague Pavel Anni recapping the essentials of machine learning through an old “mathematical recreation” of matchboxes and beads:

https://medium.com/@pavelanni/machine-learning-with-matchboxes-436e98edd929