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SkillsMP a collecté 10 skills depuis PacktPublishing/Applied-AI-in-Cyber-Threat-Intelligence. Ouvrez un skill pour examiner sa source et ses détails.
Affichage de 10 skills collectés sur 10.
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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/,…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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,…
Langue du texte source : anglais
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…
Langue du texte source : anglais
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,…
Langue du texte source : anglais
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,…
Langue du texte source : anglais