How does Pinterest use machine learning (ML)?

TLDR

Deploying methods of deep learning, AI, and ML, Pinterest is able to customize every user experience, maintaining their high user engagement and retention.

Outline

• Intro


• Deep learning for image search


• Recommendation system


• Ranking


• Conclusion

Intro

Founded in 2010, Pinterest is a platform where users can bookmark images to create folders which act as make-shift blogs. Accumulating 431 million active users, Pinterest sets itself apart from other web-based photo sites like Google photos by allowing user interaction, and ensuring photos …

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