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Demo Videos

Explore short walkthroughs for each forecasting model. Learn the workflow, inputs, and how to interpret the results.

XGBoost
Machine Learning
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Gradient boosting for structured data.

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LightGBM
Machine Learning
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Fast gradient boosting.

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CatBoost
Machine Learning
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Categorical features made easy.

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Linear Regression
Machine Learning
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Interpretable baseline model.

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ARIMA
Time Series
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Classical univariate forecasting.

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SARIMA
Time Series
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Seasonal ARIMA.

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ARIMAX
Time Series
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ARIMA with exogenous variables.

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Prophet
Time Series
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Automatic seasonality detection.

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VARIMA
Time Series
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Multivariate ARIMA.

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