Module 1: Introduction to AI & Its Applications
- What is Artificial Intelligence?
- History & Evolution of AI
- AI vs. Machine Learning vs. Deep Learning
- Applications of AI in Cybersecurity, Healthcare, Finance, and Business
» Introduction to AI & Its Applications
Module 2: Fundamentals of Machine Learning
- Understanding Machine Learning Models
- Supervised vs. Unsupervised Learning
- Basics of Neural Networks
- Hands-on: Building a Simple ML Model using Python
» Fundamentals of Machine Learning
Module 3: AI-Powered Cybersecurity Tools
» I-Powered Cybersecurity Tools
- AI in Cybersecurity: How AI Detects Threats
- Introduction to AI-Powered SIEM & IDS (Security Information and Event Management & Intrusion Detection Systems)
- Tools like IBM Watson, Darktrace, and Cylance
- Hands-on: Analysing Threats Using AI
Module 4: AI-Powered Ethical Hacking Tools
»AI-Powered Ethical Hacking Tools
- AI in Penetration Testing
- AI-Based Reconnaissance Tools (ex: Maltego, Shodan, Google Dorking AI tools)
- Deepfake & Social Engineering Awareness
- Hands-on: Using AI for Security Testing
Module 5: AI in Automation & Chatbots
- How AI Automates Security Monitoring
- Creating AI-Based Chatbots for Customer Support
- OpenAI’s GPT, Google Bard, and AI Assistants
- Hands-on: Building a Basic AI Chatbot
» AI in Automation & Chatbots
Module 6: Generative AI & Deep Learning
- Introduction to Generative AI
- AI-Generated Content and Cybersecurity Risks
- AI for Image & Video Analysis (Deepfake Detection)
- Hands-on: Using AI for Image Manipulation & Analysis
» Generative AI & Deep Learning
Module 7: Ethical Considerations & AI Governance
- AI Ethics & Bias in Decision-Making
- GDPR & AI Security Compliance
- AI and Cyber Laws in India
- Hands-on: Case Study on AI Ethics
» Ethical Considerations & AI Governance
Module 8: Final Project & Certification
- Real-world AI Implementation Project
- AI in Cyber Threat Intelligence (CTI)
- AI Security Best Practices
- Certification & Career Guidance
»Final Project & Certification
📌 Module 9: Red Teaming & Threat Hunting
- Difference between Red Teaming & Penetration Testing
- Adversary emulation & MITRE ATT&CK tactics
- PowerShell Empire, Cobalt Strike, BloodHound for Active Directory attacks
- Advanced threat detection and hunting techniques
- Bypassing security controls & evading detection
» 📌 📌 Module 9: Red Teaming & Threat Hunting
Module 10: Cybersecurity Career & Certifications
- Understanding cybersecurity career paths
- Preparing for CEH, OSCP, CISSP, CISM,
- CHFI, and other certifications
- Resume building and interview preparation
- Hands-on CTF challenges & practical labs
» Cybersecurity Career & Certifications
📌 Module 11: Capture the Flag (CTF) & Real-World Projects
- Solving complex CTF challenges
- Simulating real-world penetration testing scenarios
- Building & attacking a vulnerable lab environment
- Generating pentesting reports & documentation
» Capture the Flag (CTF) & Real-World Projects
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