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Nirav Shah

Author: Nirav Shah

Nirav Shah is a Senior Solutions Architect with AWS, based in sunny California. He specializes in ML/AI and containers and guides AWS customers to build highly secure, scalable, reliable, and cost-efficient applications in the cloud. He brings to his role over 17 years of technology experience in software development and architecture, data governance, engineering, and IT management.

Implicit BPR improving recommendations

Improving personalized ranking in recommender systems with Implicit BPR and Amazon SageMaker

A recommender system is an automated software mechanism that uses algorithms and data to personalize product discovery for a particular user. Its essential task is to help users discover the most relevant items within an often-unmanageable set of choices. These days, recommender systems are employed in diverse domains to promote products on e-commerce sites, such […]