What are some effective tools for data versioning?
There are several tools for data versioning, including DVC, Git LFS, and LakeFS. Each has unique features.
Can you explain how DVC works?
DVC, or Data Version Control, integrates with Git to manage data and model files, allowing you to track changes.
What are the benefits of using Git LFS?
Git LFS is great for handling large files in Git repositories, making it easier to manage binary files without bloating the repo.
Are there any cloud-based options for data versioning?
Yes, tools like AWS S3 with versioning enabled and Google Cloud Storage offer cloud-based data versioning solutions.
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