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CodeSignal

Responsible Data Use and Risk Stewardship

via CodeSignal

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Overview

Apply governance to responsible data use without needing technical security or legal expertise. You'll classify data sensitivity, apply core privacy principles, coordinate security responsibilities, manage data retention, and evaluate ethical risks — following a repeatable triage pattern to identify risks, consult the right partners, and document clear decisions.

Syllabus

  • Unit 1: Classifying Data Sensitivity
    • Classifying Data Sensitivity Levels
    • Classifying a Customer Dataset for Sharing
    • Defending a Data Classification Decision
  • Unit 2: Applying Privacy Principles
    • Matching Privacy Principles to Scenarios
    • Assessing Privacy Risk in Data Requests
    • Narrowing a Data Request
  • Unit 3: Coordinating Security Responsibilities
    • Understanding the CIA Triad
    • Triaging Access Without Owning Security
    • Packaging Governance Inputs for Security
  • Unit 4: Managing Data Retention
    • Mastering the Data Lifecycle
    • Weighing Data Retention Needs
    • Drafting a Retention Decision Summary
  • Unit 5: Evaluating Ethical Data Risks
    • Spotting Ethical Risks in Data
    • Assessing Ethical Risk in Data Use
    • Challenging a Confident Sponsor

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