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
Underfitting
When a model is too simple to capture data patterns
XGBoost
Optimized gradient boosting library for structured data
Confusion Matrix
Table visualizing classifier performance by class predictions
Precision Recall
Metrics measuring positive prediction quality and coverage
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
PCA
Statistical technique reducing dimensionality via principal components