SCALING THE INSTAGRAM EXPLORE RECOMMENDATIONS SYSTEM

Summary from the TLDR Web Dev newsletter

Explore is a recommendation system on Instagram that uses machine learning to show users content they'll like. Meta uses advanced machine learning models, like Two Towers neural networks, to help Explore be more scalable and flexible. This article goes over the techniques the Meta team uses, such as ranking and Bayesian optimization.