MLFlow

• YouTube: Databricks: Accelerating the Machine Learning Lifecycle with MLflow 1.0

To Watch:

• YouTube: Databricks: Simplifying Model Management with MLflow
• YouTube: Databricks: MLflow: An Open Platform to Simplify the Machine Learning Lifecycle
• YouTube: Advancing Analytics: Getting started with MLFlow in Databricks
• YouTube: PyData: Tutorial: Managing the end-to-end machine learning lifecycle with MLFlow
• YouTube: Tuavod: Simplifying Production Machine Learning with MLflow
• MLflow: Platform for Complete Machine Learning Lifecycle
• Getting started with mlflow for machine learning lifecycle
• Running MLflow
• AWS re:Invent 2018: ML Best Practices: Prepare Data, Build Models, and Manage Lifecycle (MLFlow)

https://databricks.com/blog/2018/06/05/introducing-mlflow-an-open-source-machine-learning-platform.html

https://mlflow.org/

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ML Project Guide: https://www.jeremyjordan.me/ml-projects-guide/

Google’s Rules of ML: http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf