data science machine learning life cycle flowchart

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An infographic illustrating the data science and machine learning lifecycle, including data collection, preprocessing, model training, evaluation, and deployment. This visual representation outlines the key steps involved in developing and implementing a machine learning model, from gathering data to deploying the trained model.