Build auto-encoder for anomaly detection, trained and inference distributedly
This repo is forked from an IoT streaming example using the LakeHouse Architecture and focus on machine learning modeling.
/data_prep_dlt: generates simulated sensor data for multiple wind turbines in a wind farm and build Delta-Live-Table pipelines for data preprocessing.
/anomaly_detection: contains notebooks that build, train and deploy AutoEncoder anomaly detection models.