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DS5220 Advanced Cloud Computing

An intensive overview of cloud infrastructure and their role in data science. Topics will include storage as a service, ephemeral computing resources, auto-scaling, and event-driven workloads. Special attention will be paid to cloud-native design patterns, which are built assuming the unique functionality of cloud computing resources.

S26 Canvas

Labs

Required (all students)

  • Lab 1 - Reference Architecture 1 (due 1/23/2026)
  • Lab 2 - Creating & Managing EC2 Instances (due 1/30/2026)
  • Lab 3
  • Lab 4
  • Lab 5
  • Lab 6
  • Lab 7
  • Lab 8
  • Lab 9
  • Lab 10

Graduate Student Labs

To be completed by end of semester:

  • Grad Lab 11 - Run A Hypervisor
  • Lab 12
  • Lab 13
  • Lab 14
  • Lab 15

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