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Category:
Language:
English
Total Size:
1.6 GB
Info Hash:
74E153EF5056CDA583C4904AB1735AAD5E7F49B4
Added By:
Added:
Sept. 25, 2025, 11:30 p.m.
Stats:
|
(Last updated: Sept. 25, 2025, 11:34 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 1 - Introduction.mp4 | 79.4 MB |
| 2 - Machine Learning and NLP for Cyber Security.pptx | 2.2 MB |
| 2 - Table of Contents.mp4 | 51.3 MB |
| 3 - Whom This Course is Intended for.mp4 | 36.5 MB |
| 1 - Building Intrusion Detection Model with Random Forest Classifier.mp4 | 163.2 MB |
| 1 - buildingintrusiondetectionmodelwithrandomforestclassifier.py | 2.6 KB |
| 1 - Building Intrusion Detection Model with Logistic Regression.mp4 | 93.6 MB |
| 1 - buildingintrusiondetectionmodelwithlogisticregression.py | 2.7 KB |
| 1 - Detecting Cyber Threat with K Nearest Neighbour.mp4 | 139.9 MB |
| 1 - detectingcyberthreatwithknn.py | 1.8 KB |
| 1 - Detecting Cyber Threat with XGBoost.mp4 | 70.0 MB |
| 1 - detectingcyberthreatwithxgboost.py | 2.0 KB |
| 1 - Predicting Vulnerability Score with MLP Regressor.mp4 | 142.1 MB |
| 1 - predictingvulnerabilityscorewithmlpregressor.py | 2.2 KB |
| 1 - Predicting Vulnerability Score with Decision Tree Regressor.mp4 | 50.5 MB |
| 1 - predictingvulnerabilityscorewithdecisiontreeregressor.py | 2.1 KB |
| 1 - Detecting Phishing Email with NLP & Naive Bayes.mp4 | 84.6 MB |
| 1 - detectingphishingemailwithnlp.py | 1.5 KB |
| 1 - Analyzing User Behaviour with Unsupervised Machine Learning & K Means Clustering.mp4 | 86.7 MB |
| 1 - analyzinguserbehaviourwithunsupervisedmachinelearning.py | 1.4 KB |
| 1 - Testing Machine Learning Model in Real Time Simulation.mp4 | 133.5 MB |
| 1 - testingmachinelearningmodelinrealtimesimulation.py | 3.2 KB |
| 1 - Conclusion & Summary.mp4 | 31.6 MB |
| 1 - Tools, IDE, and Datasets.mp4 | 66.3 MB |
| 1 - MLandNLPApplicationsinCyberSecurity.png | 199.5 KB |
| 1 - Machine Learning & NLP Applications in Cyber Security.mp4 | 28.7 MB |
| 1 - How Intrusion Detection Model Works.mp4 | 50.8 MB |
| 1 - HowIntrusionDetectionModelWorks.png | 295.3 KB |
| 1 - Finding & Downloading Cyber Security Datasets From Kaggle.mp4 | 64.0 MB |
| 1 - UserBehaviourAnalytics.csv | 5.8 KB |
| 1 - Uploading Dataset to Google Colab IDE.mp4 | 34.2 MB |
| 1 - Cleaning Dataset by Removing Missing Values & Duplicates.mp4 | 29.1 MB |
| 1 - cleaningcybersecuritydataset.py | 860 bytes |
| 1 - Conducting Exploratory Data Analysis.mp4 | 93.9 MB |
| 1 - exploratorydataanalysiscybersecurity.py | 1.8 KB |
| 1 - Feature Selection with Random Forest.mp4 | 112.4 MB |
| 1 - featureselectionwithrandomforest.py | 1.9 KB |
| Bonus Resources.txt | 70 bytes |
Name
DL
Uploader
Size
S/L
Added
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464.7 MB
[0
/
8]
2025-02-21
| Uploaded by freecoursewb | Size 464.7 MB | Health [ 0 /8 ] | Added 2025-02-21 |
-
922.3 MB
[3
/
0]
2023-12-14
| Uploaded by FreeCourseWeb | Size 922.3 MB | Health [ 3 /0 ] | Added 2023-12-14 |
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903.3 MB
[4
/
0]
2023-11-30
| Uploaded by freecoursewb | Size 903.3 MB | Health [ 4 /0 ] | Added 2023-11-30 |
NOTE
SOURCE: Udemy Building Machine Learning and NLP Models for Cyber Securi
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