Cyber-ML-DL-101

Repository of all notebooks used in Introduction to ML-DL for CyberSecurity, conducted at Network Intelligence(NII), Mumbai.

Kindly open the notebooks in Colab using the "Open in Colab" button on each notebook.
Experiment with the code by changing hyperparameters, epochs, number of hidden layers, etc. If you face any abnormal outputs, feel free to ping us.
Kindly follow the links mentioned in the notebooks to understand more. You are free of course to Google more resources to understand the same.
Do keep in mind to take the datasets from the drive folder link.

Any doubts, feel free to ask your queries. Feel free to check out our other repos since most are based on different algorithms of ML-DL.

Cheers,

SMLRA 👨‍💻

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
DecisionTrees.ipynb		DecisionTrees.ipynb
Introduction_to_ML_Session_Logistic_Regression.ipynb		Introduction_to_ML_Session_Logistic_Regression.ipynb
Linear_Regression.ipynb		Linear_Regression.ipynb
Logistic_Regression.ipynb		Logistic_Regression.ipynb
Neural_Networks.ipynb		Neural_Networks.ipynb
Predicting_Network_Attacks.ipynb		Predicting_Network_Attacks.ipynb
Preprocessing_Anomaly_Detection.ipynb		Preprocessing_Anomaly_Detection.ipynb
Preprocessing_DDOS_dataset.ipynb		Preprocessing_DDOS_dataset.ipynb
PyTorch_Tutorial.ipynb		PyTorch_Tutorial.ipynb
README.md		README.md
SVMs.ipynb		SVMs.ipynb

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