ML texts often have refresher appendixes/intro chapters:

- https://www.deeplearningbook.org/

- https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearnin...

___________________________

and math for physics texts by these authors shd be in any technical lib

- Mary Boas

- Arfken Webber Harris