TS-01 · Advanced
Time series and forecasting
Forecasting demand, sales and load: trends, seasonality and festival effects, classic and machine learning forecasts, anomalies and honest back-testing.
- Self-study hours
- 33
- Class hours
- 21 (7 at beginner depth)
- Lessons
- 9
- Free certifications
- 1
- Library resources
- 8
✓ All 9 lessons expert reviewed
What you will be able to do
- Decompose a time series and model Indian festival and seasonal effects
- Forecast with ARIMA, Prophet and gradient boosting across many products
- Back-test forecasts honestly against simple baselines
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