Pray tell, how do you know if an AI is sentient or conscious?

For applied ML, stats comes more handy more frequently, and you can gloss over the calculus, but for theoretical ML or research in ML methods, or having a good grasp of how these algorithms work, you’ll need both. And advanced mathematical stats also depends on calc BTW.