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MLOps Adoption Strategies and Case Studies

  • Hien Luu,
  • Max Pumperla,
  • Zhe Zhang

摘要

There is no doubt that we are in the heady days of AI/ML operationalization. According to a Gartner article about the “IT Budgets Are Growing. Here’s Where the Money’s Going,” AI/ML is at the top of the list of technologies, and nearly half of CIOs say they now employ AI/ML or intend to within the next 12 months. The “AI Adoption in the Enterprise 2020” report from O’reily confirms such statistics and further shared that AI/ML adoption is pervasive across many industries, such as financial services, education, healthcare, manufacturing, retail, and more.