Day #325 - Time Series Forecasting Models

Models learn below features from input dataset and predict accordingly

• Trend
• Seasonality
• Smoothing Factor

Models

• Moving Average - Leverage recent weeks data
• Weighted Moving Average - Give varying weights for recent data
• Single Exponential - Smoothing factor added in the cost function
• Double Exponential - Smoothing & Trend
• Triple Exponential - Smoothing, Trend & Seasonality
• ARIMA - Auto Regression Integrated Moving Average
• Linear & Polynomial Models - Based on Features collected

Happy Learning!!!