TDWI | Training & Research | Business Intelligence, Analytics, Big Data, Data Warehousing

Think
- Research & Resources
  - TDWI Playbook | Next Generation Data Science: The AI-Driven Data Science Life Cycle
  - TDWI Data Points | The Data Foundation for AI
  - TDWI Best Practices Report | Data Strategies and Foundations for Modern Data Management
  - TDWI Insight Accelerator | Adopting a Platform Approach for Gaining Insights from Unstructured Data
- Webinars
  - Modernize and Govern: Unifying Your Data Strategy July 10, 2025
  - Powering Data Science with AI-Driven Tools and Practices July 15, 2025
  - Smarter Marketing in Retail: How AI and Modern Data Foundation Drive Growth July 17, 2025
  - Data Integration for AI: Overcoming Modern Pipeline Challenges July 23, 2025
- Virtual Summits
  - Virtual Events Keys to Making Your Data AI Ready September 10, 2025
  - Virtual Events Data Quality for BI, Analytics and AI October 22, 2025
  - Virtual Events Modern Data Strategy November 12, 2025
  - Virtual Events What’s Ahead in 2026 for Data & Analytics December 10, 2025
- By Topic
  - By Topic
    
    Explore the Latest AI, Analytics, and Data Research and Training by Topic
  - BI, Analytics, and Data Literacy
  - AI, Data Science, and Machine Learning
  - Data Management and Governance
  - Platforms and Architecture
  - Strategy and Methods
- Speaking of Data Podcast
  
  Current Research Surveys
Train
- In-Person Events
  - Conference TDWI Transform 2025 San Diego August 18, 2025
  - Executive Summit TDWI Modern Data Leader's Summit San Diego: AI in the Enterprise August 18, 2025
  - Executive Summit AI Accelerate 2025, Brought to You by AI Boadroom & TDWI August 18, 2025
  - Conference TDWI Transform 2025 Orlando November 16, 2025
- Virtual Live Seminars
  - TDWI Data Governance Principles and Practices: Managing Data as an Asset June 25, 2025
  - Building Your Company’s Data Governance Roadmap June 25, 2025
  - Data Governance: Driving Engagement and Organizational Change June 26, 2025
  - A Framework for Modern Data Governance June 25, 2025
- Online Learning
- By Topic
  - By Topic
    
    Explore the Latest AI, Analytics, and Data Research and Training by Topic
  - BI, Analytics, and Data Literacy
  - AI, Data Science, and Machine Learning
  - Data Management and Governance
  - Platforms and Architecture
  - Strategy and Methods
- Train Your TeamCustom solutions for training your team
  
  Get CertifiedEarn a professional credential in BI and Analytics, Data Governance, or AI
  
  TDWI MembershipExclusive access to the research, tools, training, and connections
Engage
- Connect
  - Connect and Contribute to Our Vibrant Community of Data Leaders
    
    Subscribe to TDWI Stay up to date on the latest news and events. Sign Up
    
    Become a TDWI Member Gain exclusive access to the research, tools, training, and connections to move your careers, teams, and projects forward. Learn More
    
    Become a Part of the TDWI Research Panel Make a difference in the data and analytics industry and earn incentives by sharing your insights with TDWI. Explore Now
    
    Speak at TDWI Events Share your expertise and build your personal brand as a speaker at a TDWI In-Person or Virtual Event. Submit a Proposal
    
    Become a TDWI Research Fellow Apply to be a member of TDWI’s industry leading research team. Apply Today
    
    Become a Member of the Data & AI Leaders Forum Engage in collaborative discussions, stay ahead of the curve, and stay in the know. Apply Now
    
    Showcase Your Data & AI Solutions Reach and engage with TDWI community through multi-channel marketing programs. Learn More

RESEARCH & RESOURCES

The 8 Worst Practices in Master Data Management and How to Avoid Them

March 7, 2019

The road to a successful master data management (MDM) program can be full of detours and dead ends. In this white paper, Dan Power and Julie Hunt, from Hub Designs, identify the eight worst practices when planning and designing an MDM and data governance program—and show you how to get it right. (Newly updated)

First Name

Last Name

Company

Industry

Country

I agree to receive email communications from 1105 Media, Inc. containing news, updates and promotions regarding offers from select vendors. I understand that I can withdraw consent at any time.

Your e-mail address is used to communicate with you about your registration, related products and services, and offers from select vendors. Refer to our Privacy Policy for additional information.

TDWI Membership

Get immediate access to training discounts, video library, research, and more.

Find the right level of Membership for you.

Learn More

↑

Research & Resources

Webinars

Virtual Summits

By Topic

In-Person Events

Virtual Live Seminars

Online Learning

By Topic

Connect and Contribute to Our Vibrant Community of Data Leaders

RESEARCH & RESOURCES

The 8 Worst Practices in Master Data Management and How to Avoid Them

March 7, 2019

TDWI Membership

Get immediate access to training discounts, video library, research, and more.

TDWI

Engage

Research