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Retail Marketing Insights and Consumer Shopping Behavior Trends of 2024

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Few industries have been more affected by the rapid changes in consumer shopping behavior trends and infrastructure over the last decade than retail. From the rise of e-commerce and massive supply chain disruptions, to the instant popularity of the direct-to-consumer model and social media shopping, retailers are in an era of disruption and innovation.  All …

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Developing reliable AI tools for healthcare

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We’ve published our joint paper with Google Research in Nature Medicine, which proposes CoDoC (Complementarity-driven Deferral-to-Clinical Workflow), an AI system that learns when to rely on predictive AI tools or defer to a clinician for the most accurate interpretation of medical images.

NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion

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Novel view synthesis from a single image requires inferring occluded regions of objects and scenes while simultaneously maintaining semantic and physical consistency with the input. Existing approaches condition neural radiance fields (NeRF) on local image features, projecting points to the input image plane, and aggregating 2D features to perform volume rendering. However, under severe occlusion, …

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Transforming customer service: How generative AI is changing the game

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Whether placing an order, requesting a product exchange or asking about a billing concern, today’s customer demands an exceptional experience that includes quick, thorough answers to their inquiries. They also expect service to be delivered 24/7 across multiple channels. While traditional AI approaches provide customers with quick service, they have their limitations. Currently chat bots …

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Configure cross-account access of Amazon Redshift clusters in Amazon SageMaker Studio using VPC peering

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With cloud computing, as compute power and data became more available, machine learning (ML) is now making an impact across every industry and is a core part of every business and industry. Amazon SageMaker Studio is the first fully integrated ML development environment (IDE) with a web-based visual interface. You can perform all ML development …

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Vodafone: A DevOps approach to AI/ML through cloud-native CI/CD pipelines

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Vodafone is one of the largest telecommunications companies in the world, and committed to building next-generation connectivity and a sustainable digital future. Last year, we discussed AI Booster, an AI/ML platform that we built that runs on Google Cloud, and how we use it to optimize customer service, improve customer loyalty, and provide better product …

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