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Barback

Team

James Freeman

Categories

Big Data/Business Intelligence, Data Analysis, Machine Learning, Python, Time Series

Overview

The Barback inventory management system makes it effortless for a bar manager to optimize their ordering strategy and maximize their profits. Barback inventory control system was designed to assist in the decision making process involved in ordering product behind the bar. it implements Facebook's prophet algorithm for time series analysis and generates a weekly prediction for upcoming sales figures that can be referenced when placing the weekly liquor order to ensure only the required amount of inventory is being purchased.

Barback Video

barback: machine learning for bar inventory management

Barback - Machine learning for bar inventory Management. This is a project I created to offer decision support when ordering product behind a bar. It uses the Facebook prophet algorithm for time series analysis of each item included. It then generates a weekly report with the upcoming sales predictions.

Project Poster

barback: machine learning for bar inventory management

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