ML-For-Beginners/TimeSeries/2-ARIMA/assignment.md

# 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 |