Use AI, LLMs, and machine learning to detect threats, triage alerts, hunt, and automate the SOC. Pair SOC and detection fundamentals with practical data science; learn where models help and where they mislead.
3 courses8 resourcesSOC analyst
Step-by-step path
Python, security data wrangling, and ML basics
Anomaly detection, classification, and behavioral models for alerts
AI copilots and SOAR to automate triage, hunting, and response
Build a portfolio artifact and publish a short writeup.
Starter stack
ML detectionSOC automationAnomaly detectionSecurity copilots