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Optimizing Machine Learning Workflows with Modern Tools
This chapter explores essential elements of a machine learning workflow, focusing on tools such as MLflow and Prefect for data orchestration. It also addresses challenges with raw data and introduces DuckDB as an effective solution for data processing.