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This 29-minute conference talk explores how Spotify's ML Platform team evolved their infrastructure to support hundreds of personalization-powered experiences across the company. Discover the journey of Golden Path V2, Spotify's production pipeline powered by Ray that enables multiple ML frameworks through a single system. Learn how the company transitioned from being primarily TensorFlow-focused to embracing frameworks like PyTorch while maintaining simplicity and reliability for their ML teams. Gain valuable insights for ML platform engineers, infrastructure teams, and professionals supporting large-scale, multi-tenant ML development in fast-moving product organizations.
