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Beginning Machine and Deep Learning with Zeek logs
Beginning Machine and Deep Learning with Zeek logs
 
 
DATASETS
DATASETS
 
 
Beginning Fourrier Transform for Beacon Detection - Blog.ipynb
Beginning Fourrier Transform for Beacon Detection - Blog.ipynb
 
 
Beginning MongoDb.ipynb
Beginning MongoDb.ipynb
 
 
BeginningTensorFlow.ipynb
BeginningTensorFlow.ipynb
 
 
Beginning_DuckDB.ipynb
Beginning_DuckDB.ipynb
 
 
Building your first MLP - feedforward.ipynb
Building your first MLP - feedforward.ipynb
 
 
Building your first neuron - feedforward.ipynb
Building your first neuron - feedforward.ipynb
 
 
Continuing Back Propagation - Gradient Descent - Tf GradientTape and PyTorch.ipynb
Continuing Back Propagation - Gradient Descent - Tf GradientTape and PyTorch.ipynb
 
 
Data_Science_and_Machine_Learning_Bangalore_House_Prices.ipynb
Data_Science_and_Machine_Learning_Bangalore_House_Prices.ipynb
 
 
Digging Deeper - Going further with Convolution Networks.ipynb
Digging Deeper - Going further with Convolution Networks.ipynb
 
 
LinearRegression - Beginning Stochastic Gradient Descent.ipynb
LinearRegression - Beginning Stochastic Gradient Descent.ipynb
 
 
Nik's Response to Jean's Stego Challenge.ipynb
Nik's Response to Jean's Stego Challenge.ipynb
 
 
README.md
README.md
 
 
SANS SEC595 - Extra Content- Transformers for Text Classification.ipynb
SANS SEC595 - Extra Content- Transformers for Text Classification.ipynb
 
 
SANS SEC595 - Extra Content- Vision Transformers for Malware Classification.ipynb
SANS SEC595 - Extra Content- Vision Transformers for Malware Classification.ipynb
 
 
SANS SEC595 - Webcast - AutoEncoder Anomaly Detection.ipynb
SANS SEC595 - Webcast - AutoEncoder Anomaly Detection.ipynb
 
 
SANS-ML-Presentation-SIEM-Alerts-Predictions.ipynb
SANS-ML-Presentation-SIEM-Alerts-Predictions.ipynb
 
 
Transformer-Architecture_no_decoder.png
Transformer-Architecture_no_decoder.png
 
 
Understanding Decision Tree with dTreeviz.ipynb
Understanding Decision Tree with dTreeviz.ipynb
 
 
ViT_architecture.png
ViT_architecture.png
 
 
Web Scraping 101 - SANS India Webcast.ipynb
Web Scraping 101 - SANS India Webcast.ipynb
 
 
attention-formula.png
attention-formula.png
 
 
beginning-sql-alchemy-blog.ipynb
beginning-sql-alchemy-blog.ipynb
 
 
beginning-sql-alchemy-blog.md
beginning-sql-alchemy-blog.md
 
 
kaieteur_falls_image.jpg
kaieteur_falls_image.jpg
 
 
kaieteur_falls_image_patched.jpg.png
kaieteur_falls_image_patched.jpg.png
 
 
kaieteur_falls_image_reduced.jpg
kaieteur_falls_image_reduced.jpg
 
 
model.png
model.png
 
 
multi-head-attention-resized.png
multi-head-attention-resized.png
 
 
scaled_dot_product_attention.png
scaled_dot_product_attention.png
 
 
server.py
server.py
 
 
util.py
util.py
 
 

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This is just a repository of files which I worked on or represents additional information I have put together to support the SANS SEC595 - Applied Data Science and Machine Learning for Cybersecurity Professional course.

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