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Item number: 139257224

Predictive Analytics for Cybersecurity Training

Item number: 139257224

Predictive Analytics for Cybersecurity Training

129,00 156,09 Incl. tax

Order this unique E-Learning Training Predictive Analytics for Cybersecurity online, 1 year 24/7 access to rich interactive videos and tests.

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Predictive Analytics for Cybersecurity E-Learning

Order this unique E-Learning Predictive Analytics for Cybersecurity online, 1 year 24/7 access to rich interactive videos, speech, progress monitoring through reports and tests per chapter to directly test the knowledge.

Course content

Predictive Analytics: Case Studies for Cybersecurity

Course: 1 Hour, 24 Minutes

  • Course Overview
  • The Need for AI in Cybersecurity
  • Uses and Limitations of AI in Cybersecurity
  • Classification Models for Cybersecurity
  • Precision, Recall, ROC Curve, and AUC Metric
  • Gas Pipeline Intrusion Detection Case Study
  • Gas Pipeline Intrusion Detection Case Study Findings
  • Malware Detection Case Study
  • Malware Detection Case Study Findings
  • Course Summary

Predictive Analytics: Identifying Network Attacks

Course: 2 Hours, 4 Minutes

  • Course Overview
  • Creating an Azure Machine Learning Workspace
  • Importing Data on Network Cyberattacks
  • Creating a Data Column for Cyberattack Type
  • Viewing and Testing Network Cyberattack Data
  • Visualizing Network Cyberattack Data
  • Predicting Cyberattacks
  • Setting Up Cyberattack Data for Machine Learning
  • Performing One-hot Encoding on Cyberattack Data
  • Viewing Cyberattack Prediction Model Performance
  • Predicting Cyberattacks with Feature Selection
  • Using a Chi-square Test for Feature Selection
  • Setting Up Data for Cyberattack Type Classification
  • Training the Cyberattack Type Classification Model
  • Testing an Overfit Cyberattack Classification Model
  • Performing Classification Model Feature Selection
  • Selecting Features Using the Chi-square Test
  • Course Summary
Availabilty 3:28 hours
Language English
Certificate of participation Yes
Online access 365 days
Progress monitoring Yes
Award Winning E-learning Yes
Suitable for mobile Yes

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