AP Class Recommendations? Which ones do colleges prefer?

CS principles is easier than AP bio - if workload is in consideration.
Take pre-calculus regular or pre-calculus honors.
AP stats could be a class you take senior year, or a complement for junior year. It’s very useful to take statistics in college, because it fits under 'relevant coursework ’ regardless of chosen major or internship field, so consider it a ‘preview’.