In my opinion, the fundamental explanations you seek lie in Probability Theory, not matrix theory. When it comes to ML, matrices are just implementation details

In my opinion, the fundamental explanations you seek lie in Probability Theory, not matrix theory. When it comes to ML, matrices are just implementation details. I highly suggest this set of notes: https://chrispiech.github.io/probabilityForComputerScientists/en/index.html https://chrispiech.github.io/probabilityForComputerScientist...