Hands-on AI and ML projects play a critical role in transforming theoretical knowledge into practical expertise. This article explores how applied AI projects and structured algorithm development help institutions and learners build scalable, real-world intelligence systems. It highlights the importance of project-based AI learning for industry-aligned education https://mhintellect.com/