SEIM Lesson 14 – Alert Tuning and Noise Reduction | Dataplexa

SIEM (SOC Analyst)

I. SIEM & SOC Fundamentals
1. What is SIEM 2. Role of SIEM in SOC 3. SOC Team Structure 4. Logs, Events & Alerts 5. SIEM Architecture 6. Log Sources & Data Types 7. Use Cases & Correlation 8. SIEM Career Paths
II. Log Management & Detection
9. Log Collection & Normalization 10. Parsing & Field Extraction 11. Event Correlation 12. Detection Logic & Rules 13. Threshold vs Behavioral Detection 14. Alert Tuning 15. MITRE ATT&CK Framework 16. MITRE Mapping 17. Dashboards & Visualization 18. Detection Best Practices
III. Incident Response & SOC Ops
19. Alert Investigation 20. Incident Classification 21. False vs True Positives 22. Threat Intelligence 23. IOC Management 24. Case Management 25. Incident Response Lifecycle 26. Containment & Mitigation 27. Root Cause Analysis 28. Reporting & Documentation 29. SOC Metrics & KPIs 30. Shift Handover & Escalation
IV. SIEM Tools & Practice
31. SIEM Tools Overview 32. Splunk Fundamentals 33. Elastic SIEM 34. Microsoft Sentinel 35. Log Analysis Hands-On 36. Detection Use Cases 37. Threat Hunting 38. SOAR & Automation 39. SIEM Best Practices 40. Mini Project – SOC Investigation
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