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Feature Engineering Code in the Package | Deployment of Machine Learning Models

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Mar 26, 2026
7:28

How do custom feature engineering transformers actually work in a production ML pipeline? In this video, we explore how to build reusable scikit-learn–compatible transformers, wire them into a pipeline via config files, and test feature engineering properly to avoid silent bugs. 🎓 To master how to design, build, and deploy production-ready ML pipelines, check out our full course: 👉 https://www.trainindata.com/courses 🔗 Link to presentations: https://www.trainindata.com/l/digital_download/924136/presentations-deployments-of-ml-models #MachineLearning #MLOps #ProductionML #Python #FeatureEngineering #MLPipeline #trainindata #machinelearningtutorial #datascience #datascientist

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Feature Engineering Code in the Package | Deployment of Machine Learning Models | NatokHD