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Data Science in the Cloud

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Domino and AWS accelerate research for World-class Data Science Teams

Data science workloads are ideal for the cloud because they are computationally intensive, bursty, and often require specialized hardware like GPUs. But a handful of practical challenges can impede adoption for real-world use cases.

The Domino and AWS paper was developed to help data science practitioners and leaders get the most out of moving data science to AWS, and fully realize the promise of the cloud.

This paper describes:

  • Why data science workloads are ideal for the cloud.
  • How Domino MLOPs platform can address the challenges that often impede cloud adoption.
  • Real-world use cases across Financial Services, Asset Management, Technology, and Life Sciences.
  • How AWS and Domino benefit data scientists, IT/DevOps, managers, and audit/compliance officers.

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Domino Data Lab empowers the largest AI-driven enterprises to build and operate AI at scale. Domino’s Enterprise AI Platform provides an integrated experience encompassing model development, MLOps, collaboration, and governance. With Domino, global enterprises can develop better medicines, grow more productive crops, develop more competitive products, and more. Founded in 2013, Domino is backed by Sequoia Capital, Coatue Management, NVIDIA, Snowflake, and other leading investors.

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