What you'll learn

Rule-based SIEM detection often overwhelms security analysts with alert fatigue while still missing sophisticated threats. In this course, GenAI for Security Operations: Threat Hunting and Detection, you'll learn how to apply generative AI to enhance security operations by improving threat detection, investigation, and threat hunting workflows. First, you'll explore how to reconstruct incident timelines from disparate log sources using generative AI. Next, you'll discover how to generate, validate, and refine KQL and SPL hunting queries mapped to MITRE ATT&CK techniques. Finally, you'll learn how to identify behavioral anomalies that static, rule-based detections often overlook. When you're finished with this course, you'll have the skills and knowledge needed to integrate generative AI into your SOC workflows to improve investigation efficiency, strengthen threat hunting, and support more effective detection and response.