How To Forecast Purchase Orders for Shopify Stores Using Open-Source

With the volume of data increasing exponentially, it’s critical for businesses focused on e-commerce to leverage that data as quickly and efficiently as possible. Machine learning represents a disruption to increase predictive capabilities and augment human decision making for use cases like price, assortment and supply chain optimization, inventory management, delivery management, and customer support. In this ‘how-to’ guide, we’ll provide step-by-step instructions showing you how to simply and inexpensively integrate machine learning into an existing Shopify account using Airbyte, an open-source data integration platform, and MindsDB, an open-source AutoML framework that runs on top of any database.

Our guide will consist of two parts:

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