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You'll do great if you're good at math and stats.

I took a graduate AI class with a similar curriculum in undergrad and did great with it. I think you’ll do fine if you’re good with math.

Cool cool. I’ve heard (or at least in my college) that the ML class is more about the Math and A.I class is more on the programming side. Is that true?

This.

Was in the same situation as a math/physics undergrad. I took an ML class with the same curriculum as yours and it was easier for me than most of the CS majors in my class, as it was focused on algorithms rather than implementation. You should be fine!

Wouldn’t know. That was back in 2012 so they only offered the one class at my school. It would make sense to me though that the ML side is more math heavy

You'll do fine. I'm in my final quarter of a 2 year masters in cs program with no undergrad experience in CS. My undergrad was in engineering which helped, but my friends undergrad was in psychology. Enjoy the ride!

Doing that right now! As long as you have basic programming experience you’ll do great.

When I went to university, a course with a similar Syllabus was also my first experience with ML and it went fine. This is basically the content of any "old-school" ML lecture and as long as you know your maths you're fine.