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Data Science Projects Development with Amazon SageMaker

  • Yuri Demchenko,
  • Juan J. Cuadrado-Gallego,
  • Oleg Chertov,
  • Marharyta Aleksandrova

摘要

This chapter discusses SageMaker—a fully managed machine learning (ML) service provided by Amazon AWS. Being a fully managed service, means that a user does not have to deal with hardware setup, patching, management, backups etc. All this is taken care of by the service provider. The user can choose from a wide variety of computing instance types that are optimized for different tasks, and can even set up automatic hardware scaling depending on the needs of their application.