NVIDIA Merlin™ empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes tools that democratize the building of deep learning recommenders by addressing common extract, transform, load (ETL), training, and inference challenges. Each stage of the pipeline is optimized to support hundreds of terabytes of data, all accessible through easy-to-use APIs. With Merlin, better predictions and increased click-through rates are within reach. Download the Merlin Open Beta Technical Resources Kit to learn how to accelerate the entire pipeline, from ingesting and training to deploying GPU-accelerated recommender systems.