├── Lab1-Presentation_202208.pptx ├── Lab1-XGBoost-For-Timeseries.ipynb ├── Lab2-LSTM-For-Timeseries.ipynb ├── Lab2-Presentation_202208.pptx ├── Lab3-AE-For-Anomaly-Detection.ipynb ├── Lab3-Presentation_202208.pptx ├── README.md ├── assignment.py ├── images ├── banner.jpg └── certificate.pdf └── img ├── AE_img-1.png ├── AE_img-2.png ├── AE_img-3.png ├── Discriminator_Keras.jpg ├── Ensemble Tree.jpg ├── Gan-Page-04.jpg ├── Gan-Page-2.jpg ├── Gan-Page-3.jpg ├── Generator_Keras.jpg ├── LSTM cell.png ├── RNN-unrolled.png ├── gan-optimality.PNG ├── gan.jpg ├── header.png ├── lstm gates.png ├── lstm seq.png ├── lstm.png ├── lstm_conv.png ├── lstm_simple.png ├── lstm_stacked.png ├── twocart.png └── xgboost-objective.PNG /Lab1-Presentation_202208.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HROlive/Applications-of-AI-for-Predictive-Maintenance/HEAD/Lab1-Presentation_202208.pptx 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