NIPS 2018 Expo Talk
Dec. 2, 2018
Deep learning in e-commerce: Building a deep learning capability & driving strong results
At Wayfair, we are using deep learning and computer vision across a wide variety of applications. In this talk, we will trace the development of Wayfair’s deep learning capability & how deep learning is driving strong results in projects across merchandising, personalization & marketing for the company. Wayfair has invested in building deep learning experience over multiple years and has a large team of data scientists, machine learning engineers, product managers & more dedicated to deploying these solutions at scale. We will discuss learnings from this growth process, highlight successes (and failures) & how deep learning has evolved to be a core aspect of the work the Wayfair team is doing.