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SkillsMP has collected 10 skills from PacktPublishing/Applied-AI-in-Cyber-Threat-Intelligence. Open a skill to review its source and details.
Showing 10 of 10 collected skills.
Orients readers in the companion repository of the book "Applied AI in Cyber Threat Intelligence" (Packt): chapter folder layout, the per-chapter venv and requirements pattern, GOOGLE_API_KEY .env setup and costs, which chapters need no key, recovering…
Guides the Chapter 4 lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the Python-foundations notebook Chapter_4_Work.ipynb — pandas, ydata-profiling EDA, threading vs multiprocessing, scikit-learn classification, Monte Carlo simulation. Use…
Guides the Chapter 6 lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the two-agent ADK Intelligence Requirement Evaluator (my_agent) and the grid-search notebook "Chap 6 Simulations.ipynb". Use when setting up adk web for chapter-06/,…
Guides the Chapter 7 (Collection stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the three-agent ADK collection-plan pipeline and "Chap 7 Simulations.ipynb" (grid search, ground-truth eval, judge calibration). Use when running…
Guides the Chapter 8 (Processing stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the corroboration-brief pipeline with deterministic rule checker and "Chap 8 Simulations.ipynb". Use when running chapter-08/ code, interpreting the…
Guides the Chapter 9 (Analysis stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the SAT-scaffolding pipeline and "Chap 9 Simulations.ipynb". Use when running chapter-09/ code or evals — ALWAYS read before the ground-truth eval: the…
Guides the Chapter 10 (Production stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the argument-map pipeline and "Chap 10 Simulations.ipynb" with its keyless NetworkX/Plotly visualization section. Use when running chapter-10/ code,…
Guides the Chapter 11 (Dissemination stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the need-to-know stakeholder-routing pipeline and "Chap 11 Simulations.ipynb". Use when running chapter-11/ code or evals, reconciling the judge…
Guides the Chapter 12 (Feedback stage) lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the follow-on QIR generation pipeline and "Chap 12 Simulations.ipynb" (cell ids gs-run, gt-run, judge-run). Use when running chapter-12/ code or evals,…
Guides the Chapter 13 lab of the book "Applied AI in Cyber Threat Intelligence" (Packt): the classical-ML notebook CTI_ML.ipynb over NVD, CISA KEV, and MITRE ATT&CK data. Use when obtaining the chapter datasets (CTI_ML_and_DATA.zip extraction vs the slow,…