Introduction Modern data scientists need diverse sets of tools and infrastructure in order to deliver valuable insights to their organizations. IT infrastructure has struggled to meet the unique needs of data scientists. Because of the increasing importance of data science to business, IT infrastructure needs to evolve rapidly to meet their complex requirements. Infrastructure needs
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