SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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A Threat Analyst, or Cyber Threat Intelligence Analyst, specializes in gathering, analyzing, and applying intelligence about potential cyber threats. Their mission is to equip organizations with actionable insights to proactively detect, prevent, and respond to attacks, helping defenders stay ahead of adversaries and evolving threats.
Threat Analysts must progress from fundamental security knowledge (T1) to applied intelligence gathering and analysis (T2–T3), and ultimately into advanced adversary tracking and intelligence integration (T4–T5). This roadmap ensures they can transform raw data into intelligence that drives enterprise defense decisions.
Course: SEC275 / SEC401. Aligned TKSs: 101 Security Fundamentals, K0164 Report Writing Techniques (introductory), S0021 Written Communication for Technical Audiences (basic)


Course: SEC504. Aligned TKSs: K1010 Behavioral & Technical Indicators of Advanced Threats, K1011 Adversarial TTPS, K0252 Intelligence Gathering Techniques, T1178 Apply Threat Intelligence to Defense

Course: SEC565. Aligned TKSs: K1012 APT Groups & TTPs, K1013 Threat Modeling Techniques, K1023 Intelligence Requirements, T1176 Analyze Threat Intelligence Reports, T1177 Produce Threat Intelligence

Course: FOR578. Aligned TKSs: K0253 Threat Intelligence Sources, S0405 Use OSINT to Enrich Indicators, S0695 Skill in Performing OSINT Research, S0890 Skill in Performing Threat Analysis, T1180 Track Adversary Infrastructure

Course: SEC497. Aligned TKSs: K0252 / K0253 Intelligence Gathering & Sources (executive refinement), S0405 / S0695 OSINT Enrichment & Research (mentor level), T1177 / T1178 Threat Intel Production & Application (strategic oversight)
