Machine Learning
Quick Definition
AI subset where systems learn patterns from data
Full Definition
A subset of AI where systems learn and improve from experience without being explicitly programmed.
Examples
spam filters, recommendation engines, predictive maintenance
Related Terms
deep-learning
supervised-learning
More Machine Learning Terms
CatBoost
Gradient boosting library with native categorical feature support
LightGBM
Fast gradient boosting framework using histogram splitting
Cross-Validation
Evaluating model performance with multiple data splits
Polynomial Regression
Extending linear models with polynomial features for nonlinear data
Random Forest
Ensemble of decision trees that votes on predictions
Gradient Boosting
Sequential ensemble method correcting previous model errors