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
K-Means
Partitioning data into k clusters by updating centroids
Kernel Trick
Transforming data to higher dimensions for linear separability
Multi-Task Learning
Training one model for multiple related tasks simultaneously
Model Selection
Choosing the best ML model from candidates
Batch Normalization
Normalizing layer inputs to stabilize and speed up training
Precision Recall
Metrics measuring positive prediction quality and coverage