CDEP study guide
CDEP · Work through your exam, one topic at a time.
The Certified Data Ethics Professional (CDEP) is a credential name associated with CertNexus, a certification body whose catalog also includes business-oriented and practitioner-level credentials across cybersecurity, the Internet of Things, artificial intelligence, data science, and data ethics. CertNexus organizes its data ethics offerings under a DATA ETHICS heading alongside DEBIZ™ and the Certified Ethical Emerging Technologist® (CEET). Candidates researching the CDEP should note an important caveat: at the time this page was compiled, the CertNexus URL that appears to correspond to the CDEP returned a "No Results Found" page, so no exam-specific details could be confirmed from the vendor. That means the number of questions, time limit, passing score, exam fee, retake rules, delivery format, and validity period are all unverified here and are reported as unknown rather than guessed. The CDEP study guide has 4 sections and about 1,468 words.
01Data Ethics Foundations
Data Ethics Foundations checks whether you can separate 'legal' from 'ethical' and apply structured moral reasoning to data decisions. Questions probe ethical theories, principles, stakeholder analysis, and lifecycle responsibility.
366 words, about 2 min02Ethical Data Collection and Use
Ethical Data Collection and Use focuses on the front end of the lifecycle: whether data should be collected, how notice and consent work, and whether secondary use is compatible with original expectations. Questions test purpose limitation, minimization, lawful basis, vulnerable populations, provenance, and use-stage safeguards.
359 words, about 2 min03Privacy, Security, and Compliance
Privacy, Security, and Compliance tests the controls and legal roles that make ethical data use operational. Expect questions on privacy principles, controller and processor duties, data-subject rights, security safeguards, incident response, and breach notification.
387 words, about 2 min04Governance, Bias, and Emerging Technology Ethics
Governance, Bias, and Emerging Technology Ethics tests how organizations make ethical decisions repeatable and how they detect and mitigate bias in new systems. Questions cover governance structures, documentation, impact assessment, fairness metrics, human oversight, and emerging-technology risks.
356 words, about 2 min