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microsoft--ml-for-beginners/7-TimeSeries/2-ARIMA/assignment.md
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2026-07-13 12:56:21 +08:00

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# A new ARIMA model
## Instructions
Now that you have built an ARIMA model, build a new one with fresh data (try one of [these datasets from Duke](http://www2.stat.duke.edu/~mw/ts_data_sets.html). Annotate your work in a notebook, visualize the data and your model, and test its accuracy using MAPE.
## Rubric
| Criteria | Exemplary | Adequate | Needs Improvement |
| -------- | ------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------- | ----------------------------------- |
| | A notebook is presented with a new ARIMA model built, tested and explained with visualizations and accuracy stated. | The notebook presented is not annotated or contains bugs | An incomplete notebook is presented |