Module #1 Introduction to Artificial Intelligence Overview of AI, its history, and its applications
Module #2 Cybersecurity Fundamentals Overview of cybersecurity threats, vulnerabilities, and defense mechanisms
Module #3 Intersection of AI and Cybersecurity Exploring the overlap of AI and cybersecurity, and the role of AI in enhancing security
Module #4 AI-powered Cybersecurity:Benefits and Challenges Discussing the advantages and limitations of using AI in cybersecurity
Module #5 Case Studies:AI in Cybersecurity Real-world examples of AI-powered cybersecurity solutions and their impact
Module #6 Machine Learning for Anomaly Detection Applying machine learning algorithms to identify unusual patterns in network traffic
Module #7 Natural Language Processing (NLP) for Threat Intelligence Using NLP to analyze and extract insights from threat intelligence data
Module #8 Deep Learning for Malware Detection Leveraging deep learning techniques to detect and classify malware
Module #9 AI-powered Incident Response Using AI to enhance incident response, including automated threat containment and remediation
Module #10 AI-driven Identity and Access Management Applying AI to improve identity and access management, including authentication and authorization
Module #11 Next-Generation Firewalls (NGFWs) Exploring the role of AI in NGFWs and their capabilities
Module #12 Endpoint Detection and Response (EDR) Using AI-powered EDR solutions to detect and respond to endpoint threats
Module #13 Artificial Intelligence-powered Security Information and Event Management (SIEM) Leveraging AI to enhance SIEM capabilities and incident response
Module #14 AI-powered Network Traffic Analysis (NTA) Applying AI to NTA for advanced threat detection and analysis
Module #15 AI-driven Security Orchestration, Automation, and Response (SOAR) Using AI to streamline security incident response and remediation
Module #16 Managed Security Services (MSS) The role of AI in MSS, including threat detection, incident response, and security monitoring
Module #17 Cloud-based AI-powered Cybersecurity Exploring the benefits and challenges of cloud-based AI-powered cybersecurity solutions
Module #18 AI-enabled Cybersecurity Consulting The role of AI in cybersecurity consulting, including risk assessment and compliance
Module #19 AI-powered Cybersecurity Awareness and Training Using AI to enhance cybersecurity awareness and training programs
Module #20 AI-driven Cybersecurity Governance and Compliance The role of AI in cybersecurity governance, risk management, and compliance
Module #21 Explainable AI (XAI) in Cybersecurity The importance of explainability in AI-powered cybersecurity solutions
Module #22 Adversarial AI in Cybersecurity The role of adversarial AI in cybersecurity, including attacks and defenses
Module #23 AI-powered Cybersecurity for IoT and OT The application of AI-powered cybersecurity solutions for IoT and operational technology (OT) environments
Module #24 Quantum AI and Cybersecurity The impact of quantum AI on cybersecurity, including quantum-based attacks and defenses
Module #25 Course Wrap-Up & Conclusion Planning next steps in AI in Cybersecurity career
