Data Version Control
Gavin discusses the need for a version control system tailored for data, akin to Git for code. He emphasizes the importance of discoverability, schema management, and the ability to handle large datasets while ensuring collaboration and safety. The conversation highlights the complexities of merging structured data and the necessity for tools that facilitate conflict resolution in data management.In this clip
From this podcast
MLOps.community
'Git for Data' - Who, What, How and Why? // Luke Feeney - Gavin Mendel-Gleason // MLOps Meetup #52
Related Questions
How does version control help in machine learning, as discussed in episode 699: The Modern Data Stack — with Harry Glaser, and in the clip Version Control for Data?
How does version control help in machine learning, as discussed in the episode 699: The Modern Data Stack — with Harry Glaser and the clip Version Control for Data?
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