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

Think
- Research & Resources
  - TDWI Digital Dialogue | Practical Strategies for Data Governance Deployment
  - TDWI Digital Dialogue | Unlocking the Power of AI And Retrieval-Augmented Generation in the Enterprise
  - TDWI Digital Dialogue | Real-Time Digital Intelligence for Generative AI
  - TDWI Digital Dialogue | Developing a Modern Data Strategy for AI: Evolving Roles and Practices
- Webinars
  - Expert Panel: The Power and Benefits of Real-Time Analytics May 12, 2025
  - Maximize the Value of Your Video and Image Content with Metadata-Driven Apps May 15, 2025
  - Breaking Data Silos: Unleashing Global Collaboration with Data Mesh May 22, 2025
  - Your Data’s in the Cloud – Now Make It Work for Your Business June 4, 2025
- Virtual Summits
  - Virtual Events Building a Successful Data and AI Governance Framework May 21, 2025
  - Virtual Events Modern Data Strategy June 25, 2025
  - Virtual Events Keys to Making Your Data AI Ready September 10, 2025
  - Virtual Events Data Quality for BI, Analytics and AI October 22, 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
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
  - Is a Data Lakehouse in Your Future?February 11, 2025
  - Teams and Technology: How Your Choices in Technology, Policy, Hiring and Training Can Create a More Effective Analytic Culture February 12, 2025
  - Data Governance Processes: A Framework for Business Success February 12, 2025
  - Modern Data Engineering for Tomorrow's Enterprise Landscape February 12, 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

Architecting a Hybrid Data Ecosystem checklist cover

TDWI Checklist Report | Architecting a Hybrid Data Ecosystem: Download

When numerous diverse data platforms are integrated for multiple use cases, it is called a hybrid data ecosystem (HDE), a concept invented and popularized by Enterprise Management Associates (EMA) in 2012. An HDE provides options for rapidly diversifying data and its business use. Despite the extreme complexity and challenges, users are succeeding with HDEs. This TDWI Checklist Report drills into the data requirements of the HDE with a focus on the role of data virtualization.

File Type: .pdf File Size: 595 KB Duration: 8 pages

Download Now

↑

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

TDWI Checklist Report | Architecting a Hybrid Data Ecosystem: Download

TDWI

Engage

Research