MLOps Academy · Lesson

Push Data to Remote Storage

Store datasets in S3 or GCS with a DVC remote.

The Cache Is Only Local

So far your data lives in DVC's local cache on one machine. Teammates and CI cannot reach it, so you need a shared place to store it.

Meet the DVC Remote

A DVC remote is cloud or shared storage where your data cache is uploaded. Think of it like a Git remote, but for the heavy data instead of code.

All lessons in this course

  1. Why Git Alone Cannot Version Data
  2. Initialize DVC and Track a Dataset
  3. Push Data to Remote Storage
  4. Roll Back to an Earlier Dataset
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