What is the mindset of an ai-ml programmer about applying mathematical concepts to build algorithms & programs??

Currently I am learning ai-ml programming completely from myself. I just got a stupid question how these Linear algebra, calculas , probability statistics concepts applied ai-ml models to build extraordinary algorithms.

What's the actual mindset about it ?

Can you help me out?