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Udemy Building Machine Learning and NLP Models for Cyber Securi

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Uploader: freecoursewb
Source: 1 Logo 1337x
Type: Tutorials
Language: English
Category: Other
Size: 1.6 GB
Added: Sept. 25, 2025, 11:30 p.m.
Peers: Seeders: 1, Leechers: 27 (Last updated: 6 months, 3 weeks ago)
Tracker Data:
Tracker Seeders Leechers Completed
udp://open.stealth.si:80/announce 0 2 0
udp://exodus.desync.com:6969/announce 0 9 0
udp://tracker.cyberia.is:6969/announce (Failed to scrape UDP tracker) 0 0 0
udp://tracker.opentrackr.org:1337/announce 1 11 0
udp://tracker.torrent.eu.org:451/announce 0 2 0
udp://explodie.org:6969/announce 0 1 0
udp://tracker.birkenwald.de:6969/announce 0 2 0
udp://tracker.moeking.me:6969/announce (Failed to scrape UDP tracker) 0 0 0
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 1 - Introduction.mp4 79.4 MB
  3. 2 - Machine Learning and NLP for Cyber Security.pptx 2.2 MB
  4. 2 - Table of Contents.mp4 51.3 MB
  5. 3 - Whom This Course is Intended for.mp4 36.5 MB
  6. 1 - Building Intrusion Detection Model with Random Forest Classifier.mp4 163.2 MB
  7. 1 - buildingintrusiondetectionmodelwithrandomforestclassifier.py 2.6 KB
  8. 1 - Building Intrusion Detection Model with Logistic Regression.mp4 93.6 MB
  9. 1 - buildingintrusiondetectionmodelwithlogisticregression.py 2.7 KB
  10. 1 - Detecting Cyber Threat with K Nearest Neighbour.mp4 139.9 MB
  11. 1 - detectingcyberthreatwithknn.py 1.8 KB
  12. 1 - Detecting Cyber Threat with XGBoost.mp4 70.0 MB
  13. 1 - detectingcyberthreatwithxgboost.py 2.0 KB
  14. 1 - Predicting Vulnerability Score with MLP Regressor.mp4 142.1 MB
  15. 1 - predictingvulnerabilityscorewithmlpregressor.py 2.2 KB
  16. 1 - Predicting Vulnerability Score with Decision Tree Regressor.mp4 50.5 MB
  17. 1 - predictingvulnerabilityscorewithdecisiontreeregressor.py 2.1 KB
  18. 1 - Detecting Phishing Email with NLP & Naive Bayes.mp4 84.6 MB
  19. 1 - detectingphishingemailwithnlp.py 1.5 KB
  20. 1 - Analyzing User Behaviour with Unsupervised Machine Learning & K Means Clustering.mp4 86.7 MB
  21. 1 - analyzinguserbehaviourwithunsupervisedmachinelearning.py 1.4 KB
  22. 1 - Testing Machine Learning Model in Real Time Simulation.mp4 133.5 MB
  23. 1 - testingmachinelearningmodelinrealtimesimulation.py 3.2 KB
  24. 1 - Conclusion & Summary.mp4 31.6 MB
  25. 1 - Tools, IDE, and Datasets.mp4 66.3 MB
  26. 1 - MLandNLPApplicationsinCyberSecurity.png 199.5 KB
  27. 1 - Machine Learning & NLP Applications in Cyber Security.mp4 28.7 MB
  28. 1 - How Intrusion Detection Model Works.mp4 50.8 MB
  29. 1 - HowIntrusionDetectionModelWorks.png 295.3 KB
  30. 1 - Finding & Downloading Cyber Security Datasets From Kaggle.mp4 64.0 MB
  31. 1 - UserBehaviourAnalytics.csv 5.8 KB
  32. 1 - Uploading Dataset to Google Colab IDE.mp4 34.2 MB
  33. 1 - Cleaning Dataset by Removing Missing Values & Duplicates.mp4 29.1 MB
  34. 1 - cleaningcybersecuritydataset.py 860 bytes
  35. 1 - Conducting Exploratory Data Analysis.mp4 93.9 MB
  36. 1 - exploratorydataanalysiscybersecurity.py 1.8 KB
  37. 1 - Feature Selection with Random Forest.mp4 112.4 MB
  38. 1 - featureselectionwithrandomforest.py 1.9 KB
  39. Bonus Resources.txt 70 bytes

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