Do colleges look at specific classes?

Yes. Colleges look at the specific classes you take in high school. Admissions officers want to know whether you took all the core courses, including math, science, foreign language, English, and social studies. They also take note of whether you progressed to higher-level classes in the core subjects. Then they look at your elective courses to get an idea of your interests.