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BioRender Template
Machine Learning (ML) Pipeline 1
Creator
s
Description
This figure illustrates the essential steps in a machine learning pipeline, divided into three main phases: data preparation, model building, and deployment & monitoring. It outlines the processes of data collection, preprocessing, model training, tuning, validation, deployment, and ongoing monitoring of the model's performance. This structured approach is fundamental for developing reliable machine learning applications.
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