End-to-end predictive maintenance pipeline for a cleaning-robot fleet: synthetic data generation → Bronze → Silver → Gold → Gradient Boosting.
python machine-learning time-series robotics scikit-learn jupyter-notebook pandas data-engineering parquet feature-engineering batch-processing gradient-boosting synthetic-data predictive-maintenance failure-prediction etl-pipeline duckdb medallion-architecture hive-partitioning gausium
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Updated
May 17, 2026 - Jupyter Notebook