AdvancedUpdated January 2025

AI in Cybersecurity

Leverage AI for Advanced Threat Detection, Automated Response & Cyber Defense

4.7(2,431 reviews)
16,800 students
9 weeks total
102 lectures

Course Structure

17
Live Teacher Sessions
17
Homework Sessions
34
Total Sessions
9
Weeks Duration
AI Threat DetectionMachine Learning SecurityAutomated DefenseSecurity AnalyticsAnomaly DetectionAI Security Tools

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Course Overview

Leverage AI for threat detection, automated security, and cyber defense

This comprehensive course follows a structured learning approach with 17 live teacher sessions and 17 homework sessions, ensuring you get both expert guidance and plenty of hands-on practice.

Prerequisites

  • Python programming experience required
  • Basic understanding of cybersecurity concepts
  • Knowledge of machine learning fundamentals
  • Familiarity with networking and system administration
  • Understanding of security tools and frameworks
  • Experience with data analysis and visualization

What You'll Learn

AI Applications in Cybersecurity & Threat Intelligence
Machine Learning for Security Analytics
Automated Threat Detection & Analysis
AI-Powered Malware Analysis & Classification
Network Security & Anomaly Detection
User Behavior Analytics & Insider Threat Detection
Security Orchestration & Automated Response
AI-Driven Incident Response & Investigation
Adversarial AI Defense & Model Security
AI Security Operations Center Development

Course Projects

AI-Powered Security Operations Center

Build a complete SOC platform with AI-driven threat detection, analysis, and automated response

PythonTensorFlowElasticsearchSIEMMachine Learning
Duration: Final 2 weeks
Features: 5 components
Key Features:
  • Real-time threat detection
  • Automated analysis
  • Incident response
  • Security dashboards
  • Threat intelligence

Intelligent Malware Defense System

Create an AI system for malware detection, analysis, and automated containment

PythonScikit-learnSandbox APIsBehavioral Analysis
Duration: Week 3-4
Features: 5 components
Key Features:
  • Malware classification
  • Behavioral analysis
  • Automated sandboxing
  • Threat scoring
  • Response automation

Certificate of Completion

Upon successful completion, you'll receive a verified certificate to showcase your achievement.

SOPHIRAY

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AI in Cybersecurity

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