The only way for ANY college student to do this is through real-world experience (from an organization that is willing to take on someone very green or private repo work/portfolio). I am regularly asked by randoms on LinkedIn and/or my network as well as interns and/or candidates what they can be doing to improve their chances to get an internship or FT role. In those instances, I always recommend that these folks:
1. Come up with a project, end to end.
2. Develop the code and post it in a repo that can be accessed by companies during the hiring process.
3. Be able to explain the why behind the project, the entire process end to end, and--most importantly--why the work was important to do.
These are the items I believe will put those green students toward the top 20% of their competition in the market. I find entirely too many candidates who have a lot of coding and theory courses and not a whole lot of application of those learnings. By being able to show management of a project from end to end, be able to explain the development process coherently, and provide the potential business value it brings is a big way for those folks to stand out from someone who can just write code.
Many average four-year colleges aren't doing this for their students; CCs most definitely aren't.