Network traffic anomaly detection (intrusion detection task)
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Learn to build the model at the junction of NLP and Network Security areas with the help of Intrusion detection evaluation dataset (ISCXIDS2012) and the helping frameworks & libraries.Login to enroll
Classes StartMay 11, 2021
- quickly explore the Intrusion detection evaluation dataset and build the best model with the help of functional programming and layer-by-layer model description to solve Network Traffic Anomaly Detection task.
- show different calculated metrics of the built model.
- change values of some hyperparameters for an improving of model training process to achieve better results.
- visualize the data analysis results with various plot types.