I understand. I see so many people joining the ML / AI bandwagon and I wonder if so many people really understand the maths behind it or is it as simple as call

I understand. I see so many people joining the ML / AI bandwagon and I wonder if so many people really understand the maths behind it or is it as simple as calling a function?