What mistakes should MCA students avoid while learning AI projects?

A strong MCA project should solve a clear problem and demonstrate real technical work. A student can strengthen it with proper documentation, testing, source control and a working demonstration. When preparing for an IT role, be ready to explain how AI projects works and where you would use it in a real application. This point is specifically relevant to the AI projects aspect of MCA study. For this specific question about AI projects, the practical takeaway is to relate the concept to your own MCA learning goal.