Machine Learning
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Online Learning
Quick Definition
Updating models incrementally as new data arrives
Full Definition
A ML approach updating models incrementally as new data arrives without full retraining.
Examples
streaming data, real-time recommendations, stock prediction
Related Terms
incremental-learning
streaming
More Machine Learning Terms
UMAP
Fast dimensionality reduction preserving local and global structure
Bias-Variance Tradeoff
The tension between model simplicity and complexity errors
Contrastive Learning
Self-supervised learning by contrasting data pairs
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors
Cross-Validation
Evaluating model performance with multiple data splits
Learning Rate
Hyperparameter controlling gradient descent step size