Time Series Forecasting

Time-series models

• Exponential Smoothing
• ARIMA
• Prophet
• Neuronal networks - RNN

Machine learning models

• Linear regression
• Random Forests
• Gradient Boosting Machines (xgb, lightGBMs)
• SVM, KNN

Machine learning models - Predictors & Features

<aside> 💡 Predictor Variables: Additional information about the time and situation in which the events developed.

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Predictors and target data

Prediction by predictors

Prediction by historical data