How Wayfair Transforms Customer Experiences with Data-Centric AI скачать в хорошем качестве

How Wayfair Transforms Customer Experiences with Data-Centric AI

Hear how e-commerce furniture and home goods seller Wayfair is transforming its customer experience with data-centric AI from Vinny DeGenova, Senior Manager of Machine Learning at Wayfair, Kiran Kavanagh, Principal Architect, Retail at Google Cloud, and Daniel Xu, Product Lead at Snorkel AI. You'll learn about the innovative AI strategies that Wayfair used to enhance product tagging and improve customer engagement, driving significant gains in add-to-cart rates, reduced cart abandonments, and increased order sizes and customer value. See more videos about data centric AI here:    • Data-centric AI | Snorkel AI   See more videos about AI data development here:    • AI Data Development: Building Better AI Th...   Timestamps: 00:00 Introduction 04:10 Overview of Snorkel 04:25 New Product Launch Sneak Peek 05:20 Partnership Acknowledgment 06:12 Collaboration with Google 07:05 Wayfair's ML Ops Strategy 08:03 Leveraging Google’s Foundation Models 09:00 Wayfair's Business Context 11:57 Addressing Product Metadata Challenges 12:21 Personalization in Customer Experience 13:36 Catalog Tagging with Snorkel 20:01 Experimentation and Lessons Learned 27:30 Improving Customer Experience 28:02 Expanding Capabilities 29:24 Exact Matching Problem 33:45 Results of Exact Matching 34:31 Operationalizing Models 36:12 Managing Models at Scale 38:02 Transformative Results 39:40 Key Takeaways #wayfair #google #enterpriseai