Version Control For Your Machine Learning Projects

The Python Podcast.__init__

• Episode: Version Control For Your Machine Learning Projects
• Website: The Python Podcast.__init__
• Feed URL: https://www.podcastinit.com/feed/mp3/
• Duration: 00:44:39
• Published: 2019-04-08 12:35

Version control has become table stakes for any software team, but for machine learning projects there has been no good answer for tracking all of the data that goes into building and training models, and the output of the models themselves. To address that need Dmitry Petrov built the Data Version Control project known as DVC. In this episode he explains how it simplifies communication between data scientists, reduces duplicated effort, and simplifies concerns around reproducing and rebuilding models at different stages of the projects lifecycle. If you work as part of a team that is building machine learning models or other data intensive analysis then make sure to give this a listen and then start using DVC today.