Career Narrative Workshop (MBA)
Guide students to craft a data-backed career story: STAR examples, leadership signals, and quant hits. Provide mock interview prompts.
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IR Coursework Syllabus (College)
Draft a 12-week syllabus: indexing, retrieval models, evaluation, and modern RAG. Include readings and weekly assignments.
Ethical Hacking Club Starter Pack
Create bylaws, learning goals, lab safety, and annual calendar for a high school or college cyber club.
Search UX Heuristics (HS/College)
Provide top heuristics for query, results, snippets, and filters. Include accessibility and mobile patterns plus quick A/B ideas.
Governance for Student Data Projects
Draft a lightweight governance doc: roles, approvals, data retention, and publishing ethics for student teams.
Pitch Deck Outline (MBA/Tech)
Create a 10-slide deck outline for a search/cyber startup: problem, solution, GTM, traction, and financials. Include common investor questions.
SQL for Analysts: IR Datasets
Write 10 SQL exercises on click logs, queries, sessions, and dwell time. Include expected outputs and hints.
Product Sense for IR Students
Given a student search app, define north-star metric, guardrails (latency, safety), and quarterly roadmap with bets and risks.
Adversarial ML Primer (Postdoc)
Summarize poisoning/evasion threats to IR/LLM systems. Provide a lab with simple attacks and defenses and a measurement plan.
DFIR Triage Guide (College/Grad)
Create a DFIR quick-start: acquiring volatile data, timeline analysis, and basic malware triage with YARA. Provide a report template.
Research Methods: A/B Testing Basics
Explain A/B testing for product/MBA students: power, sample size, and p-hacking pitfalls. Provide a template analysis.
Career Map: Cyber Security Roles
Map roles (SOC, DFIR, GRC, AppSec, Red/Blue/Purple). Provide starter certs, portfolio tips, and interview question bank for HS→PhD.