Suez Portwatch
Suez Canal & Red Sea disruption 2019-2026 from IMF PortWatch AIS data: Python + DuckDB bronze/silver/gold pipeline, SQL analyses, data-quality tests and an interactive dashboard.
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This project is Trainee Homework Assignment LD ML 03: a reproducible machine-learning application deployed on Hugging Face that detects abnormal operating patterns in lottery draw machines using unsupervised anomaly detection.
Description excerpted from the original listing, which is linked below.
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