Скачать или смотреть Demand Forecasting Tool | Data Analysis, Model Selection & Interactive Forecasting

Description:

Unlock the power of data-driven decision-making with our comprehensive Demand Forecasting Tool built in Python! This step-by-step tutorial showcases an interactive forecasting solution designed for business leaders, supply chain managers, and data enthusiasts.

What you’ll learn in this video:

How to upload and analyze your demand data effortlessly

Calculate core time series components: Level, Trend, and Seasonality

Perform statistical checks like Stationarity and Data Quality Assessment

Get intelligent model recommendations tailored to your data characteristics (e.g., ARIMA, Holt-Winters, Prophet)

Adjust critical model parameters like smoothing factors (alpha, beta, gamma) interactively

Generate accurate demand forecasts alongside robust error metrics (MAPE, RMSE, MSE, MAE)

Visualize results with detailed plots for trends, seasonality, and forecast confidence

Download comprehensive, professional reports containing raw data, analysis, forecasts, formulas, and insights