What is the role of machine learning projects in an online MCA?

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. The practical value of machine learning projects becomes clearer when you use it to solve an actual problem instead of studying definitions alone. This point is specifically relevant to the machine learning projects aspect of MCA study. For this specific question about machine learning projects, the practical takeaway is to relate the concept to your own MCA learning goal.