It’s a great way to systematize data version control, improve workflow, and minimize the risk of occurring errors. It will also enable smooth collaboration between all team members so everyone can follow changes in real-time and always know what’s happening. You can do that with no effort by using the right software! A good data version control tool will allow you to have unified data sets with a strong repository of all your experiments. You need to ensure everybody’s on the same page and follows changes simultaneously to keep track of the latest version. It takes a lot of time and is more than just managing and tracking files. Keeping track of all the data you use for models and experiments is not exactly a piece of cake.
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