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Governance for Student Data Projects
Draft a lightweight governance doc: roles, approvals, data retention, and publishing ethics for student teams.
Tags: governance, students, data-ethics, retention, roles
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: MBA, pitch-deck, startup, IR, cyber
Author: Assistant
Created at: 2025-12-19 00:00:00
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SQL for Analysts: IR Datasets
Write 10 SQL exercises on click logs, queries, sessions, and dwell time. Include expected outputs and hints.
Tags: IR, SQL, analytics, queries, education
Author: Assistant
Created at: 2025-12-19 00:00:00
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Product Sense for IR Students
Given a student search app, define north-star metric, guardrails (latency, safety), and quarterly roadmap with bets and risks.
Tags: IR, product, metrics, roadmap, students
Author: Assistant
Created at: 2025-12-19 00:00:00
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Adversarial ML Primer (Postdoc)
Summarize poisoning/evasion threats to IR/LLM systems. Provide a lab with simple attacks and defenses and a measurement plan.
Tags: adversarial-ml, IR, LLM, security, postdoc
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: DFIR, incident-response, forensics, YARA, report
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: MBA, experimentation, AB-testing, statistics, template
Author: Assistant
Created at: 2025-12-19 00:00:00
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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.
Tags: career, cybersecurity, roles, portfolio, interviews
Author: Assistant
Created at: 2025-12-19 00:00:00
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Algorithmic Bias Clinic (IR/MBA)
Run a bias assessment on search ranking: define fairness metrics, measure on subsets, and propose mitigations and business impact.
Tags: IR, bias, fairness, metrics, MBA
Author: Assistant
Created at: 2025-12-19 00:00:00
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Privacy by Design Checklist (IR/Cyber)
Provide a checklist for IR and cyber projects: minimize PII, consent logging, deletion tooling, and redaction for storage.
Tags: privacy, PII, checklist, IR, cybersecurity
Author: Assistant
Created at: 2025-12-19 00:00:00
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Marketing Analytics Mini-Lab
Analyze a funnel dataset: compute conversion, churn, and cohort retention. Produce executive takeaways and test ideas.
Tags: MBA, analytics, cohorts, retention, experiments
Author: Assistant
Created at: 2025-12-19 00:00:00
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Case Interview Drill (MBA/College)
Simulate a case: profitability decline. Provide clarifying questions, issue tree, and a math segment with solution path.
Tags: MBA, case-interview, issue-tree, profitability, practice
Author: Assistant
Created at: 2025-12-19 00:00:00
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