First Impressions of Data Science Version Control (DVC)

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Introduction I was recently approached by the team developing Data Science Version Control (DVC). What follows are my initial thoughts after giving the system a test for a day. Contents ML System Challenges and DVC A Typical Approach DVC Setup Tracking Data with DVC DVC Pipelines Reproducibility Versioning Incorporating into CI Evaluation Machine Learning System Challenges and DVC Once machine…

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