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Versioning Data with DVC (Hands-On Tutorial!)

88,072 views September 30, 2020 13:04

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ChannelDVCorg

Description from the creator

This tutorial is for total beginners to get started using DVC and Git to version data, models, and more. If you're completely new to DVC and want a gentle walkthrough of the basic features, this is for you!

We'll be mirroring the first "Getting Started" feature from the official DVC docs, in which we learn how to:

- Set up Git and DVC in a project
- Configure remote storage (here, Google Drive!) for your project
- Create a new version of a dataset
- Checkout a previous version of a dataset

This is the first of 4 videos in the DVC Basics series.
Docs: dvc.org/doc/start/data-versioning

⚠️𝗡𝗢𝗧𝗘!
As this video is one of our older ones, please refer to these docs if getting started with setting up your Google Drive is proving challenging:
✨ 𝗥𝗲𝗺𝗼𝘁𝗲 𝗠𝗼𝗱𝗶𝗳𝘆 𝗗𝗼𝗰𝘀: dvc.org/doc/command-reference/remote/modify?&am…
⚙️ 𝗛𝗼𝘄 𝘁𝗼 𝗦𝗲𝘁𝘂𝗽 𝗮 𝗚𝗼𝗼𝗴𝗹𝗲 𝗗𝗿𝗶𝘃𝗲 𝗗𝗩𝗖 𝗥𝗲𝗺𝗼𝘁𝗲: dvc.org/doc/user-guide/how-to/setup-google-driv…

Update 8/21/24: Google has made policy adjustments which has made it impossible to authenticate GDrive with DVC. For information on the workaround see this issue: github.com/iterative/dvc/issues/10516

🧑🏽‍💻 To learn more about our tools, take our free online course at learn.iterative.ai

About this tutorial

DVCorg published this 13:04 video tutorial on September 30, 2020. It has been watched 88,072 times on YouTube.

Channel
DVCorg
Duration
13:04
Published
September 30, 2020
Views
88,072
Likes
1,367

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