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@ryandata fixed the script and provided new. When developing predictive models and algorithms, whether linear regression or arima it is important to quantify how well the model fits future. Get you master of science in supply chain management online as little one year.
For example, many times ser. When developing time series models it can be helpful to understand the nature of various patterns that exist inside data.