Learning Paths for Technical Professionals
AI for SOC Analysts
This starter learning path introduces SOC analysts to AI-driven cybersecurity using ChatGPT and Microsoft Security Copilot. It covers AI model selection, advanced prompt engineering, threat intelligence automation, cloud security with Azure, SIEM integration, and Microsoft Copilot’s architecture, plugins, and incident investigation features. Learners gain hands-on experience with AI tools to enhance threat detection, automate incident response, and streamline security operations.
Learning objectives:
- Leverage ChatGPT and other AI models to automate and enhance cybersecurity investigations, incident analysis, and threat intelligence for SOC operations.
- Apply advanced prompt engineering techniques to optimize AI-driven workflows for malware analysis, phishing detection, and vulnerability assessment.
- Integrate ChatGPT with SIEM solutions and cloud environments like Azure to automate incident response and security event management.
- Utilize Microsoft Security Copilot to integrate plugins, and promptbooks, to streamline security operations and threat detection.
- Understand responsible AI practices, privacy implications, and shared responsibility models when deploying generative AI in cybersecurity contexts.
Target audience:
This path is designed for SOC analysts, cybersecurity professionals, and IT security teams seeking to integrate AI tools into their daily workflows. It is suitable for both entry-level and experienced analysts aiming to automate threat detection, incident response, and security operations using ChatGPT and Microsoft Security Copilot.