Free course · Forecasting
Time Series Crash Course
Forecast demand, sales and inventory with Python. ARIMA, exponential smoothing and Prophet applied to real business data, with notebooks you can run today.
What you'll learn
Practical from minute one
- 01Decompose a series into trend, season and noise
- 02Exponential smoothing for fast, solid baselines
- 03ARIMA without the intimidating notation
- 04Prophet for messy business data with holidays
- 05Validate forecasts properly with holdout testing
Course materials
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