Unit U4.5 · embed after: the moving-average / exponential-smoothing examples
Time-Series Forecasting - four methods, window W, horizon h and diagnostics
Data Science & Big Data Analytics • ITec4121 • Wolkite University • Online-First
Choose a course series (8-week weekly sales, 3-point exam, 10-point bandwidth trace, 12-month monthly) or type your own. Pick simple MA or linear WMA with a selectable window W (2–6), the fixed-weight WMA (0.5/0.3/0.2), or exponential smoothing with a tunable α; set a forecast horizon h = 1–3. The live chart, per-step history, and MAD / MSE diagnostics reproduce the worked numbers: 20, 15, 22 → MA 19.0; weighted 22, 15, 20 → 19.5.