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CI/CD for Machine Learning (Room 1L) - devopsdays Kansas City 2019

devopsdays.org

As we venture into new fields, we sometimes forget to apply the lessons learned in the past. As machine learning (ML) becomes more accessible to developers without a data science degree, and ML models multiply, we begin to see a glaring deficiency. Many of the ML frameworks support easily building and tweaking ML models, but do not offer source control. To make matters worse, ML models often require prolonged trial…

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