Solution Accelerator

How to build: Product matching with machine learning

Optimize product matching to drive sales

Use machine learning and the Databricks Lakehouse Platform for product matching that can be used by marketplaces and suppliers for various purposes. Resolve differences between product definitions and descriptions and determine which items are likely pairs and which are distinct across disparate data sets.

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Benefits and business value

Optimize your matching

Use a wide range of data formats and techniques, such as computer vision, NLP and deep learning to extract product features

Scale as needed

With rapid provisioning of cloud resources, workflows can be cost-effectively allocated with resources as needed

Drive profitability

Save time and create effective upsell opportunities to drive profitability

Reference Architecture

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