Here's a clear, practical table of the most used AI/ML algorithms, categorized by type, along with their best applications: Algorithm Category Appropriate Uses (Best When...) Real-World Examples Linear Regression Supervised (Regression) Predicting continuous numerical values with linear relationships House price prediction, sales forecasting, demand estimation Logistic Regression Supervised (Classification) Binary or multi-class classification with probabilistic outputs Spam