Develop and Train Anomaly Detection Model with Metaflow

implementationChallenge

Prompt Content

Using Metaflow, design a data pipeline that ingests your simulated sensor data, performs multi-sensor data fusion, and trains an anomaly detection model (e.g., Isolation Forest, a simple autoencoder) to identify threatening drone behaviors. Include steps for data preprocessing, feature engineering, model training, and versioning within your Metaflow flow.

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