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
DBSCAN
Density-based clustering finding clusters of varying shapes
ROC Curve
Plot showing classifier performance across thresholds
Kernel Trick
Transforming data to higher dimensions for linear separability
Semi-Supervised Learning
Combining small labeled datasets with large unlabeled data
Model Selection
Choosing the best ML model from candidates
Batch Normalization
Normalizing layer inputs to stabilize and speed up training