Machine Learning
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Time Series Analysis
Quick Definition
Analyzing time-ordered data for patterns and forecasting
Full Definition
Statistical and ML methods for analyzing time-ordered data points for forecasting and trend detection.
Examples
stock prediction, weather forecasting, demand planning
Related Terms
lstm
arima
forecasting
More Machine Learning Terms
Underfitting
When a model is too simple to capture data patterns
Gradient Descent
Optimization algorithm minimizing loss by steepest descent
Model Selection
Choosing the best ML model from candidates
Decision Tree
Tree-like model splitting data based on feature values
Dropout
Regularization randomly deactivating neurons during training
Machine Learning
AI subset where systems learn patterns from data