What projects should BCA AI and Data Science students build ?

Some excellent beginner-to-intermediate projects include: Recommendation Systems Chatbots Sentiment Analysis Tools Fraud Detection Models Student Performance Prediction Systems Sales Forecasting Dashboards Projects demonstrate practical skills to recruiters and help students apply theoretical concepts. MH Cognition often emphasizes project-based learning because employers value hands-on experience.