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White Paper: Data Science on Any Infrastructure

Posted by Tyler Whitehouse on Oct 25, 2020 7:56:54 PM

This white paper gives a high level outline for a new decentralized approach to managing data science across machines. The new approach eliminates the chaos typical of other decentralized approaches. 

Specifically, the paper frames the challenges of scaling data science on hybrid infrastructures and introduces a turnkey framework that provides:

  • Easy deployment on premises or in the cloud 
  • Reduced IT effort for provisioning & managing infrastructure and environments
  • One click transfer of customized & reproducible Python or R work between machines & locations
  • Automation and streamlining for versioning, containerization and best practices. 
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Topics: Data Science, Multi-Cloud, Hybrid Infrastructure

Data Science on Hybrid Infrastructure

Posted by Ken Sanford & Tyler Whitehouse on Sep 17, 2020 1:35:29 PM

Pretty much every enterprise needs a data science platform that:

  1. Provides productivity and collaboration features for individuals and teams;
  2. Streamlines the creation & distribution of Python and R environments;
  3. Lightens the technical load on data scientists and IT staff;
  4. Runs across bare metal, private cloud, and public clouds. 
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Topics: Data Science, Multi-Cloud, Hybrid Infrastructure