M1 or Intel or Nvidia for machine learning ?

I have seen some people working with RTX 3090 and some are using google cloud, so it is really confusing for a beginner to decide what to choose. Also, I am not interested in gaming on laptop. Personally, I like thin and light laptop, but the m1 air is too old now, and I don't have that much budget for a m2.
I am a new college student, and I am interested in learning machine learning and buying my first …

beginner cloud deeplearning gaming google google cloud intel light machine machine learning nvidia people rtx rtx 3090