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DATAVERSITY Top 20 of 2025

Every December, the DATAVERSITY staff digs deep into our data and reflects on the highlights of the year. What data management content did you – our readers, learners, and community members – love most in 2025? Which articles, webinars, training programs, and podcasts helped data professionals like you build essential skills and stay ahead of the curve?

This year was a busy one for us. In May, we combined our two signature in-person events to create DGIQ + EDW, and it was such a success, we decided to do it again in 2026. We also redesigned our website in October, making it easier to navigate and access our educational resources, including a slew of new live online courses and on-demand learning plans. Our Women in Data Management and Governance community continued to expand, cultimating with an end-of-year half-day workshop that combined networking and interactive learning.

Most exciting of all this year, we launched the Applied Data Governance Practitioner (ADGP) Certification Program. Says Tony Shaw, founder and CEO of DATAVERSITY:

“The Applied Data Governance Practitioner Certification Program represents a major step forward in empowering data professionals with practical, actionable strategies for governance. Seeing the enthusiasm from the community reminds us why we do what we do – helping organizations turn data into a trusted, strategic asset.”

Read on for our top 20 articles written and published in 2025, plus a few bonus lists, including our most popular webinars, courses, and podcast episodes of the year.

Top Articles of 2025

  1. Data Governance Maturity Models and Assessments: 2025 Guide
  2. Data Governance and AI Governance: Where Do They Intersect?
  3. Data Management Trends in 2025: A Foundation for Efficiency
  4. Case Study: Building a Foundation for Data Stewardship Engagement
  5. What Is a Certified Data Management Professional (CDMP)?
  6. The Convergence of Data Mesh and Data Fabric: Data Architecture’s New Era
  7. Data Governance Framework: Key Elements and Examples
  8. Improving Data Quality Using AI and ML
  9. Top 12 Data Governance Best Practices to Implement Today
  10. Reimagining Data Architecture for Agentic AI
  11. Best Data Governance Courses, Training, and Certifications
  12. A Brief History of Generative AI
  13. Mind the Gap: R.I.P. Data Governance
  14. It’s Essential: Verifying the Results of Data Transformations
  15. Strategies for Managing Data Debt in Growing Organizations
  16. Build Your Career as a Certified Data Governance Professional
  17. Case Study: Operationalizing AI Governance at Mastercard
  18. The Importance of Women in Data Management
  19. 5 Key Benefits of Data Governance
  20. Data Modeling Concepts for Beginners

Top Webinars of 2025

  1. Data-Ed: Reference Data vs. Master Data Management
  2. Data-Ed: Data Modeling Essentials
  3. Data-Ed: Mastering Data Modeling – Understanding Conceptual, Logical, and Physical Models
  4. Data-Ed: Data Strategy: Where Data Architecture and Data Governance Collide
  5. Data-Ed: Four Effective Metadata Strategies

Top On-Demand Learning Plans of 2025

  1. CDMP Certification and the DMBOK Learning Plan
  2. Applied Data Governance Practitioner Certification Program
  3. Data Governance Learning Plan
  4. Data Architecture Fundamentals Learning Plan
  5. DMBoK and CDMP Preparation: Data Governance Specialist Learning Plan

Top Live Online Courses of 2025

  1. Data Governance Bootcamp: Laying the Foundation for Real-World Results
  2. DMBOK and CDMP Preparation: Data Management Fundamentals
  3. Data Management Literacy (not on the schedule yet for 2026)
  4. Avoiding Miscommunication in Data and Analytics Projects
  5. Data Strategy Bootcamp: From Planning to Execution

Top Podcasts of 2025

  1. My Career in Data Season 3 Episode 14: Prateek Arora, Business Analyst, Non-Profit in Fintech and Retail
  2. My Career in Data Season 3 Episode 9: Dia Adams, Enterprise Data and AI Strategist, TCG Incorporated
  3. My Career in Data Season 3 Episode 12: Stacy Bein, Principal Business Data Steward, Discover
  4. My Career in Data Season 3 Episode 17: Muzna Jamil Mallal, Senior Data Consultant, Nike
  5. Season 3 Episode 11: Tim Alexander, Director of Technical Product Marketing, Yellowbrick Data

DMBOK and CDMP Preparation:
Data Management Fundamentals

Gain a comprehensive foundation to prepare for your CDMP certification.