--- title: "Discussion on \"MLflow: A Complete Guide to Managing the Machine Learning Lifecycle\" | Hashnode" description: "Discussion on \"MLflow: A Complete Guide to Managing the Machine Learning Lifecycle\". Imagine you are building a model to predict whether a customer will churn. You collect data, clean it, and train a few models in a notebook. One model gives 82% accuracy, another gives 85%, and after" url: "https://hashnode.com/posts/mlflow-a-complete-guide-to-managing-the-machine-learning-lifecycle/69d9cfafc8e5007ddb47116b" --- [Feed](https://hashnode.com/feed) / Discussion # [MLflow: A Complete Guide to Managing the Machine Learning Lifecycle](https://codecoffeee.hashnode.dev/mlflow-a-complete-guide-to-managing-the-machine-learning-lifecycle?utm_source=hashnode&utm_medium=feed) Imagine you are building a model to predict whether a customer will churn. You collect data, clean it, and train a few models in a notebook. One model gives 82% accuracy, another gives 85%, and after Apr 11 Β· 14 min read Β· codecoffeee.hashnode.dev Read the article - [#mlflow](https://hashnode.com/tag/mlflow) - [#mlops](https://hashnode.com/tag/mlops) - [#machine-learning](https://hashnode.com/tag/machine-learning) - [#databricks-mlflow-apachespark-bigdata-machinelearningpipeline-aiincloud-datasciencetools-modeldeployment-sparkml-cloudcomputing-mlops-deeplearningindatabricks-dataengineering-aimodeltracking](https://hashnode.com/tag/databricks-mlflow-apachespark-bigdata-machinelearningpipeline-aiincloud-datasciencetools-modeldeployment-sparkml-cloudcomputing-mlops-deeplearningindatabricks-dataengineering-aimodeltracking) ## Written by [Amie.](https://hashnode.com/@amiez) @amiez [View profile](https://hashnode.com/@amiez) Happy Coding πŸš€ Hey there! I'm a tech enthusiast, developer, and lifelong learner who loves exploring the world of code over a good cup of coffee. β˜•πŸ’» Whether it’s software development, AI, DevOps, or debugging tricky bugs, I enjoy sharing insights and learning along the way. Join me on Code & Coffee as we break down complex tech topics, one sip at a time! πŸš€ ## Responses Markdown supported Β· βŒ˜β†΅ to post No responses yet.