Machine Learning
141 views
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
Dimensionality Reduction
Reducing feature count while preserving important information
Autoencoder
Neural network learning compressed data representations
Dropout
Regularization randomly deactivating neurons during training
XGBoost
Optimized gradient boosting library for structured data
t-SNE
Nonlinear technique for visualizing high-dimensional data
ARIMA
Statistical model for time series analysis and forecasting