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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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  • Buy 2 for €126,42 each and save 2%
  • Buy 3 for €125,13 each and save 3%
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  • Buy 5 for €122,55 each and save 5%
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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
Language English
Qualifications of the Instructor Certified
Course Format and Length Teaching videos with subtitles, interactive elements and assignments and tests
Lesson duration 3:28 Hours
Progress monitoring Yes
Access to Material 365 days
Technical Requirements Computer or mobile device, Stable internet connections Web browsersuch as Chrome, Firefox, Safari or Edge.
Support or Assistance Helpdesk and online knowledge base 24/7
Certification Certificate of participation in PDF format
Price and costs Course price at no extra cost
Cancellation policy and money-back guarantee We assess this on a case-by-case basis
Award Winning E-learning Yes
Tip! Provide a quiet learning environment, time and motivation, audio equipment such as headphones or speakers for audio, account information such as login details to access the e-learning platform.

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