## [![Training with Big Data on Any Cloud](/blog/assets/images/ukiyo-e-tiger-d25451fe2654dc67d7feb62ea14b46c9.jpg)](/blog/training-any-cloud/.md)[Training with Big Data on Any Cloud](/blog/training-any-cloud/.md)

Training AI models on Big Data can be challenging due to the need for flexible storage and compute. Tigris, a cloud-agnostic storage layer, enables decoupling of storage from compute, making it easier to manage data and model weights across clouds. Tools like SkyPilot that abstract cloud providers a…

Xe Iaso · December 3, 2024 ·

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22 min read