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jobago

JOS - Jobago Ordering Software

JOS uses simple linear regression to predict cold brew usage based on the weather. Weather was found to have a high correlation (r=0.83) to cold brew sales. This number was high enough to warrant a single variable prediction. The weather data is provided by OpenWeather API.

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A predictive analytics Proof-of-Concept software developed for a coffee company to cut waste by an estimated 20%.

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