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Foundations of MLOps on AWS

  • Neel Sendas,
  • Deepali Rajale

摘要

In recent years, machine learning (ML) has evolved from a niche field to a transformative technology that empowers businesses to make data-driven decisions, automate tasks, and enhance customer experiences. As machine learning (ML) continues to redefine the technological landscape, the transition from conceptualizing ML models to operationalizing them is at a critical juncture. MLOps, the amalgamation of practices and tools facilitating the seamless integration of ML system development and operations, emerges as the linchpin in this transformative journey.