MLOps Meetup #19 // DataOps and Data Versioning in ML // Dmitry Petrov

Agentic Conversations (formally mlops.community) · Jun 19, 2020 · 1h 2m

DataOps and Data Version Control

MLOps.community meetup #19 with the Founder and creator of DVC.org Dmitry Petrov.

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Data versioning and data management are core components of MLOps and any end-to-end AI platform. What challenges are related to data versioning, and how to overcome? What are the benefits of using Git and data codification as a foundation of data versioning? And how open data versioning tools can enable an open…