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[ WebToolTip.com ] Udemy - Building Machine Learning and NLP Models for Cyber Security

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File Name
Size
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - Introduction to the Course/1 - Introduction.mp4
79 MB
~Get Your Files Here !/1 - Introduction to the Course/2 - Machine Learning and NLP for Cyber Security.pptx
2.2 MB
~Get Your Files Here !/1 - Introduction to the Course/2 - Table of Contents.mp4
51 MB
~Get Your Files Here !/1 - Introduction to the Course/3 - Whom This Course is Intended for.mp4
36 MB
~Get Your Files Here !/10 - Building Intrusion Detection Model with Random Forest Classifier/1 - Building Intrusion Detection Model with Random Forest Classifier.mp4
163 MB
~Get Your Files Here !/10 - Building Intrusion Detection Model with Random Forest Classifier/1 - buildingintrusiondetectionmodelwithrandomforestclassifier.py
2.6 kB
~Get Your Files Here !/11 - Building Intrusion Detection Model with Logistic Regression/1 - Building Intrusion Detection Model with Logistic Regression.mp4
94 MB
~Get Your Files Here !/11 - Building Intrusion Detection Model with Logistic Regression/1 - buildingintrusiondetectionmodelwithlogisticregression.py
2.7 kB
~Get Your Files Here !/12 - Detecting Cyber Threat with K Nearest Neighbour/1 - Detecting Cyber Threat with K Nearest Neighbour.mp4
140 MB
~Get Your Files Here !/12 - Detecting Cyber Threat with K Nearest Neighbour/1 - detectingcyberthreatwithknn.py
1.8 kB
~Get Your Files Here !/13 - Detecting Cyber Threat with XGBoost/1 - Detecting Cyber Threat with XGBoost.mp4
70 MB
~Get Your Files Here !/13 - Detecting Cyber Threat with XGBoost/1 - detectingcyberthreatwithxgboost.py
2.0 kB
~Get Your Files Here !/14 - Predicting Vulnerability Score with MLP Regressor/1 - Predicting Vulnerability Score with MLP Regressor.mp4
142 MB
~Get Your Files Here !/14 - Predicting Vulnerability Score with MLP Regressor/1 - predictingvulnerabilityscorewithmlpregressor.py
2.2 kB
~Get Your Files Here !/15 - Predicting Vulnerability Score with Decision Tree Regressor/1 - Predicting Vulnerability Score with Decision Tree Regressor.mp4
50 MB
~Get Your Files Here !/15 - Predicting Vulnerability Score with Decision Tree Regressor/1 - predictingvulnerabilityscorewithdecisiontreeregressor.py
2.1 kB
~Get Your Files Here !/16 - Detecting Phishing Email with NLP & Naive Bayes/1 - Detecting Phishing Email with NLP & Naive Bayes.mp4
85 MB
~Get Your Files Here !/16 - Detecting Phishing Email with NLP & Naive Bayes/1 - detectingphishingemailwithnlp.py
1.5 kB
~Get Your Files Here !/17 - Analyzing User Behaviour with Unsupervised Machine Learning & K Means Clustering/1 - Analyzing User Behaviour with Unsupervised Machine Learning & K Means Clustering.mp4
87 MB
~Get Your Files Here !/17 - Analyzing User Behaviour with Unsupervised Machine Learning & K Means Clustering/1 - analyzinguserbehaviourwithunsupervisedmachinelearning.py
1.4 kB
~Get Your Files Here !/18 - Testing Machine Learning Model in Real Time Simulation/1 - Testing Machine Learning Model in Real Time Simulation.mp4
134 MB
~Get Your Files Here !/18 - Testing Machine Learning Model in Real Time Simulation/1 - testingmachinelearningmodelinrealtimesimulation.py
3.2 kB
~Get Your Files Here !/19 - Conclusion & Summary/1 - Conclusion & Summary.mp4
32 MB
~Get Your Files Here !/2 - Tools, IDE, and Datasets/1 - Tools, IDE, and Datasets.mp4
66 MB
~Get Your Files Here !/3 - Machine Learning & NLP Applications in Cyber Security/1 - MLandNLPApplicationsinCyberSecurity.png
200 kB
~Get Your Files Here !/3 - Machine Learning & NLP Applications in Cyber Security/1 - Machine Learning & NLP Applications in Cyber Security.mp4
29 MB
~Get Your Files Here !/4 - How Intrusion Detection Model Works/1 - How Intrusion Detection Model Works.mp4
51 MB
~Get Your Files Here !/4 - How Intrusion Detection Model Works/1 - HowIntrusionDetectionModelWorks.png
295 kB
~Get Your Files Here !/5 - Finding & Downloading Cyber Security Datasets From Kaggle/1 - Finding & Downloading Cyber Security Datasets From Kaggle.mp4
64 MB
~Get Your Files Here !/5 - Finding & Downloading Cyber Security Datasets From Kaggle/1 - UserBehaviourAnalytics.csv
5.8 kB
~Get Your Files Here !/6 - Uploading Dataset to Google Colab IDE/1 - Uploading Dataset to Google Colab IDE.mp4
34 MB
~Get Your Files Here !/7 - Cleaning Dataset by Removing Missing Values & Duplicates/1 - Cleaning Dataset by Removing Missing Values & Duplicates.mp4
29 MB
~Get Your Files Here !/7 - Cleaning Dataset by Removing Missing Values & Duplicates/1 - cleaningcybersecuritydataset.py
860 B
~Get Your Files Here !/8 - Conducting Exploratory Data Analysis/1 - Conducting Exploratory Data Analysis.mp4
94 MB
~Get Your Files Here !/8 - Conducting Exploratory Data Analysis/1 - exploratorydataanalysiscybersecurity.py
1.8 kB
~Get Your Files Here !/9 - Feature Selection with Random Forest/1 - Feature Selection with Random Forest.mp4
112 MB
~Get Your Files Here !/9 - Feature Selection with Random Forest/1 - featureselectionwithrandomforest.py
1.9 kB
~Get Your Files Here !/Bonus Resources.txt
70 B