This post, originally written for the NVIDIA Developer Blog, details offline, online, and online large-scale recommendation system architectures. With a focus on deployment, we use a building block framework, NVIDIA Merlin, and a real-time data layer, Redis, to construct examples of end-to-end recommendation systems.

Read the entire article on the NVIDIA Developer Blog.

All code and related assets can be found in the RedisVentures/Redis-Recsys GitHub Repository.