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In ML your model is as good as your data. Often this crucial step is overlooked.
In this video Google Solutions Architect Shobhit and Kavitha walks through a reference solution where they managed to bring down data pre-processing of downloading over 20,000 data points each with multiple image URLs from 8+ hour to just about 20 minutes using Ray workers.
Ray is an open-source unified compute framework that makes it easy to scale AI and Python workloads - from reinforcement learning to deep learning to tuning, and model serving.