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Show HN: Machine Learning into Production Workshop: MLFlow, Airflow Tutorials
- thegurus 7y agoHi guys, this is the repository of a workshop we tought last weekend in Madrid, maybe you can find it useful. The content is: * How to setup MLFLow, a tool for ML experiment tracking and model deploying, from zero to hero. * How to track ML experiments with MLFLow * How to put models to production with MLFLow. * How to deploy models to production in AWS Sagemaker with just a couple lines of code. * How to setup Apache Airflow, a powerful tool to design, schedule and monitor workflows. * How to create workflows that take advantage of deployed models.