Shopping Recommendations at Pinterest

Discover how Pinterest builds its shopping recommendation systems in this 25-minute conference talk from MLOps World: Machine Learning in Production. Explore the engagement-based and embedding-based candidate generation techniques used by Pinterest's shopping team to create related product recommendations. Learn about the indexing and serving methods that support multiple types of recommenders and deep neural network ranking models. Gain insights into how Pinterest leverages machine learning to help millions of users find new ideas and create a life they love through personalized shopping experiences.