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Welcome!           TITLE                             MDM: Quality is Not an Option                                 but a R...
TITLE                   Commonly Asked Questions            1) Will I get copies of the slides after the               eve...
TITLE                   New Features: Live Twitter Feed & Facebook              Join the conversation on Twitter!         ...
TITLE                   Meet Your Presenter: Dr. Peter Aiken                                                              ...
MDM:                                                           Text                                                       ...
MDM:                                                           Text                                                       ...
MDM:                                                           Text                                                       ...
MDM:                                                           Text                                                       ...
MDM:                                                           Text                                                       ...
Outline           TITLE                   1. Data Management Overview                   2. What is Reference and MDM?     ...
Outline           TITLE                   1. Data Management Overview                   2. What is Reference and MDM?     ...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Data Management Functions           PROD...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Published by DAMA           Internationa...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Published by DAMA           Internationa...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Published by DAMA           Internationa...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Published by DAMA           Internationa...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Published by DAMA           Internationa...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           Published by DAMA           Internationa...
TITLE           The DAMA Guide to the Data Management Body of Knowledge           PRODUCED BY                             ...
TITLE           The DAMA Guide to the Data Management Body of Knowledge                                                   ...
TITLE           The DAMA Guide to the Data Management Body of Knowledge                                                   ...
TITLE                   What is the CDMP?                                                                                 ...
TITLE                   What is the CDMP?            • Certified Data Management              Professional                ...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   What is the CDMP?            • Certified Data Management              Professional            • DA...
TITLE                   Data Management Basics           PRODUCED BY                                                      ...
TITLE                   Data Management Basics                   Data Program                   Coordination              ...
TITLE                   Data Management Basics                                            Manage data coherently.         ...
TITLE                   Data Management Basics                                            Manage data coherently.         ...
TITLE                   Data Management Basics                                            Manage data coherently.         ...
TITLE                   Data Management Basics                                            Manage data coherently.         ...
TITLE                   Data Management Basics                                            Manage data coherently.         ...
TITLE                   Data Management Basics           PRODUCED BY                                                      ...
Outline           TITLE                   1. Data Management Overview                   2. What is Reference and MDM?     ...
Outline           TITLE                   1. Data Management Overview                   2. What is Reference and MDM?     ...
TITLE                   Summary: Reference and MDM                                                                        ...
MDM Definition           TITLE           PRODUCED BY                                                                      ...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy           PRODUC...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy                 ...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy                 ...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy                 ...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy                 ...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy                 ...
MDM Definition           TITLE           • Gartner holds that MDM is a             discipline or strategy                 ...
TITLE                   Wikipedia: Golden Version           PRODUCED BY                                                   ...
TITLE                   Wikipedia: Golden Version            • In software development:                      – The Golden ...
TITLE                   Wikipedia: Golden Version            • In software development:                      – The Golden ...
TITLE                   Wikipedia: Golden Version            • In software development:                      – The Golden ...
TITLE                   Reference/Master Data Management            •          Definition                     –           ...
TITLE                   Definition: Reference Data Management           PRODUCED BY                                       ...
TITLE                   Definition: Reference Data Management            Control over defined domain values (also known as...
TITLE                   Definition: Reference Data Management            Control over defined domain values (also known as...
TITLE                   Definition: Reference Data Management            Control over defined domain values (also known as...
TITLE                   Definition: Reference Data Management            Control over defined domain values (also known as...
Definition: Master Data Management           TITLE                     Control over master data                     values...
TITLE                   Reference Data            • Reference Data:                      – Data used to classify or catego...
TITLE                   Master Data                                                                                       ...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Master Data            • Data about business entities providing context              for transacti...
TITLE                   Reference Data versus Master Data                                                                 ...
TITLE                   Reference Data versus Master Data                                                                 ...
TITLE                   Reference Data versus Master Data           • Reference Data:                    – Control over de...
TITLE                   Reference Data versus Master Data           • Reference Data:                    – Control over de...
TITLE                   Reference Data versus Master Data           • Reference Data:                    – Control over de...
Outline           TITLE                   1. Data Management Overview                   2. What is Reference and MDM?     ...
Outline           TITLE                   1. Data Management Overview                   2. What is Reference and MDM?     ...
Reference Data Facts 2012           TITLE                                                                                 ...
Reference Data Facts 2012           TITLE                                                                                 ...
Reference Data Facts 2012           TITLE                                                                                 ...
TITLE                   Reference Data Facts 2012, cont’d       Source: http://www.igate.com/22926.aspx           PRODUCED...
TITLE                   Reference Data Facts 2012, cont’d               • Despite recommended practices of centralizing   ...
TITLE                   Reference Data Facts 2012, cont’d               • Despite recommended practices of centralizing   ...
TITLE                   Reference Data Facts 2012, cont’d               • Despite recommended practices of centralizing   ...
TITLE                   Polling Question #1            What percentage of firms still manage data locally?                ...
TITLE                   Interdependencies                                                                                 ...
TITLE                   Interdependencies                                                                                 ...
TITLE                   Inextricably intertwined                                                                          ...
TITLE                   Interactions                                                                                      ...
TITLE                   Multiple Sources of (for example) Customer Data                                                   ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference/Master Data: Tank, Tanks, Tankers, Tanked           PRODUCED BY                         ...
TITLE                   Reference Data Architecture                                                                       ...
TITLE                   Master Data Architecture           PRODUCED BY                                                    ...
TITLE                   Combined R/M Data Architecture           PRODUCED BY                                              ...
TITLE               "180% Failure Rate" Fred Cohen, Patni           PRODUCED BY                                           ...
TITLE                   MDM Failure Root-Causes           PRODUCED BY                                                     ...
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
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Data-Ed Online: MDM: Quality is not an Option but a Requirement
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Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
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Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
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Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
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Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
Data-Ed Online: MDM: Quality is not an Option but a Requirement
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Data-Ed Online: MDM: Quality is not an Option but a Requirement

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This webinar aired originally on Tuesday, June 12, 2012. It is part of Data Blueprint’s ongoing webinar series on data management with Dr. Peter Aiken.

Sign up for future sessions at http://www.datablueprint.com/webinar-schedule.

Abstract
Our presentation provides you with an understanding of the goals of reference and master data management (MDM), including establishing and implementing authoritative data sources, establishing and implementing more effective means of delivery data to various business processes, as well as increasing the quality of information used in organizational analytical functions (such as BI). You will understand the parallel importance of incorporating data quality engineering into the planning of reference and MDM.

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  • Transcript of "Data-Ed Online: MDM: Quality is not an Option but a Requirement"

    1. 1. Welcome! TITLE MDM: Quality is Not an Option but a Requirement Date: June 12, 2012 Time: 2:00 PM ET Presenter: Dr. Peter Aiken Twitter: #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    2. 2. TITLE Commonly Asked Questions 1) Will I get copies of the slides after the event? YES* 2) Is this being recorded so I can view it afterwards? YES* *Standard registrations PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    3. 3. TITLE New Features: Live Twitter Feed & Facebook Join the conversation on Twitter! www.facebook.com/datablueprint Follow us @datablueprint and Post questions and comments @paiken Find industry news, insightful Ask questions and submit your content comments: #dataed and event updates PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 306/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    4. 4. TITLE Meet Your Presenter: Dr. Peter Aiken • Internationally recognized thought-leader in the data management field with more than 30 years of experience • Recipient of the 2010 International Stevens Award • Founding Director of Data Blueprint (http://datablueprint.com) • Associate Professor of Information Systems at Virginia Commonwealth University (http://vcu.edu) • President of DAMA International (http://dama.org) • DoD Computer Scientist, Reverse Engineering Program Manager/ Office of the Chief Information Officer • Visiting Scientist, Software Engineering Institute/Carnegie Mellon University • 7 books and dozens of articles • Experienced w/ 500+ data management practices in 20 countries #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 406/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    5. 5. MDM: Text Integration with Quality and Governance is not an Option but a Requirement Dr. Peter Aiken: Reference & Master Data Management WebinarDATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12
    6. 6. MDM: Text Integration with Quality and Governance is not an Option but a Requirement Dr. Peter Aiken: Reference & Master Data Management WebinarDATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12
    7. 7. MDM: Text Integration with Quality and Governance is not an Option but a Requirement Dr. Peter Aiken: Reference & Master Data Management WebinarDATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12
    8. 8. MDM: Text Integration with Quality and Governance is not an Option but a Requirement Dr. Peter Aiken: Reference & Master Data Management WebinarDATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12
    9. 9. MDM: Text Integration with Quality and Governance is not an Option but a Requirement Dr. Peter Aiken: Reference & Master Data Management WebinarDATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12
    10. 10. Outline TITLE 1. Data Management Overview 2. What is Reference and MDM? 3. Why is Reference and MDM important? 4. Reference & MDM Building Blocks 5. Guiding Principles & Best Practices 6. Take Aways, References & Tweeting now: #dataed Q&A PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    11. 11. Outline TITLE 1. Data Management Overview 2. What is Reference and MDM? 3. Why is Reference and MDM important? 4. Reference & MDM Building Blocks 5. Guiding Principles & Best Practices 6. Take Aways, References & Tweeting now: #dataed Q&A PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    12. 12. TITLE The DAMA Guide to the Data Management Body of Knowledge Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    13. 13. TITLE The DAMA Guide to the Data Management Body of Knowledge Published by DAMA International Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    14. 14. TITLE The DAMA Guide to the Data Management Body of Knowledge Published by DAMA International • The professional association for Data Managers (40 chapters worldwide) Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    15. 15. TITLE The DAMA Guide to the Data Management Body of Knowledge Published by DAMA International • The professional association for Data Managers (40 chapters worldwide) DMBoK organized around Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    16. 16. TITLE The DAMA Guide to the Data Management Body of Knowledge Published by DAMA International • The professional association for Data Managers (40 chapters worldwide) DMBoK organized around • Primary data management functions focused around data delivery to the organization Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    17. 17. TITLE The DAMA Guide to the Data Management Body of Knowledge Published by DAMA International • The professional association for Data Managers (40 chapters worldwide) DMBoK organized around • Primary data management functions focused around data delivery to the organization • Organized around several environmental elements Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    18. 18. TITLE The DAMA Guide to the Data Management Body of Knowledge Published by DAMA International • The professional association for Data Managers (40 chapters worldwide) DMBoK organized around • Primary data management functions focused around data delivery to the organization • Organized around several environmental elements Data Management Functions PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    19. 19. TITLE The DAMA Guide to the Data Management Body of Knowledge PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    20. 20. TITLE The DAMA Guide to the Data Management Body of Knowledge Environmental Elements PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    21. 21. TITLE The DAMA Guide to the Data Management Body of Knowledge Amazon: http://www.amazon.com/ DAMA-Guide- Management-Knowledge- DAMA-DMBOK/dp/ 0977140083 Or enter the terms "dama dm bok" at the Amazon search engine Environmental Elements PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    22. 22. TITLE What is the CDMP? #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    23. 23. TITLE What is the CDMP? • Certified Data Management Professional #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    24. 24. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    25. 25. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP • Membership in a distinct group made up of your fellow professionals #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    26. 26. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP • Membership in a distinct group made up of your fellow professionals • Recognition for your specialized knowledge in a choice of 17 specialty areas #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    27. 27. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP • Membership in a distinct group made up of your fellow professionals • Recognition for your specialized knowledge in a choice of 17 specialty areas • Series of 3 exams #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    28. 28. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP • Membership in a distinct group made up of your fellow professionals • Recognition for your specialized knowledge in a choice of 17 specialty areas • Series of 3 exams • For more information, please visit: #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    29. 29. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP • Membership in a distinct group made up of your fellow professionals • Recognition for your specialized knowledge in a choice of 17 specialty areas • Series of 3 exams • For more information, please visit: – http://www.dama.org/i4a/pages/ index.cfm?pageid=3399 #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    30. 30. TITLE What is the CDMP? • Certified Data Management Professional • DAMA International and ICCP • Membership in a distinct group made up of your fellow professionals • Recognition for your specialized knowledge in a choice of 17 specialty areas • Series of 3 exams • For more information, please visit: – http://www.dama.org/i4a/pages/ index.cfm?pageid=3399 – http://iccp.org/certification/ designations/cdmp #dataed PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    31. 31. TITLE Data Management Basics PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1006/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    32. 32. TITLE Data Management Basics Data Program Coordination Organizational Data Integration Data Stewardship Data Development Data Support Operations PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    33. 33. TITLE Data Management Basics Manage data coherently. Data Program Coordination Organizational Data Integration Data Stewardship Data Development Data Support Operations PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    34. 34. TITLE Data Management Basics Manage data coherently. Data Program Coordination Share data across boundaries. Organizational Data Integration Data Stewardship Data Development Data Support Operations PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    35. 35. TITLE Data Management Basics Manage data coherently. Data Program Coordination Share data across boundaries. Organizational Data Integration Data Stewardship Data Development Assign responsibilities for data. Data Support Operations PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    36. 36. TITLE Data Management Basics Manage data coherently. Data Program Coordination Share data across boundaries. Organizational Data Integration Data Stewardship Data Development Assign responsibilities for data. Engineer data delivery systems. Data Support Operations PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    37. 37. TITLE Data Management Basics Manage data coherently. Data Program Coordination Share data across boundaries. Organizational Data Integration Data Stewardship Data Development Assign responsibilities for data. Engineer data delivery systems. Data Support Operations Maintain data availability. PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    38. 38. TITLE Data Management Basics PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    39. 39. Outline TITLE 1. Data Management Overview 2. What is Reference and MDM? 3. Why is Reference and MDM important? 4. Reference & MDM Building Blocks 5. Guiding Principles & Best Practices 6. Take Aways, References & Tweeting now: #dataed Q&A PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1306/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    40. 40. Outline TITLE 1. Data Management Overview 2. What is Reference and MDM? 3. Why is Reference and MDM important? 4. Reference & MDM Building Blocks 5. Guiding Principles & Best Practices 6. Take Aways, References & Tweeting now: #dataed Q&A PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1306/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    41. 41. TITLE Summary: Reference and MDM from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1406/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    42. 42. MDM Definition TITLE PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    43. 43. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    44. 44. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy – "… where the business and the IT organization work together to ensure the uniformity, accuracy, semantic persistence, stewardship and accountability of the enterprises official, shared master data." PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    45. 45. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy – "… where the business and the IT organization work together to ensure the uniformity, accuracy, semantic persistence, stewardship and accountability of the enterprises official, shared master data." – Master data is the enterprises official, consistent set of identifiers, extended attributes and hierarchies. PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    46. 46. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy – "… where the business and the IT organization work together to ensure the uniformity, accuracy, semantic persistence, stewardship and accountability of the enterprises official, shared master data." – Master data is the enterprises official, consistent set of identifiers, extended attributes and hierarchies. – Examples of core entities are: PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    47. 47. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy – "… where the business and the IT organization work together to ensure the uniformity, accuracy, semantic persistence, stewardship and accountability of the enterprises official, shared master data." – Master data is the enterprises official, consistent set of identifiers, extended attributes and hierarchies. – Examples of core entities are: • Parties (e.g., customers, prospects, people, citizens, employees, vendors, suppliers and trading partners) PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    48. 48. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy – "… where the business and the IT organization work together to ensure the uniformity, accuracy, semantic persistence, stewardship and accountability of the enterprises official, shared master data." – Master data is the enterprises official, consistent set of identifiers, extended attributes and hierarchies. – Examples of core entities are: • Parties (e.g., customers, prospects, people, citizens, employees, vendors, suppliers and trading partners) • Places (e.g., locations, offices, regional alignments and geographies) and PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    49. 49. MDM Definition TITLE • Gartner holds that MDM is a discipline or strategy – "… where the business and the IT organization work together to ensure the uniformity, accuracy, semantic persistence, stewardship and accountability of the enterprises official, shared master data." – Master data is the enterprises official, consistent set of identifiers, extended attributes and hierarchies. – Examples of core entities are: • Parties (e.g., customers, prospects, people, citizens, employees, vendors, suppliers and trading partners) • Places (e.g., locations, offices, regional alignments and geographies) and • Things (for example, accounts, assets, policies, products and services). PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    50. 50. TITLE Wikipedia: Golden Version PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    51. 51. TITLE Wikipedia: Golden Version • In software development: – The Golden Master is usually the RTM (Released to Manufacturing) version, and therefore the commercial version. It represents the development stage of "RTM" (Released To Manufacturing), often referred to as "going gold", or "gone golden". PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    52. 52. TITLE Wikipedia: Golden Version • In software development: – The Golden Master is usually the RTM (Released to Manufacturing) version, and therefore the commercial version. It represents the development stage of "RTM" (Released To Manufacturing), often referred to as "going gold", or "gone golden". – Often confused with "gold master" which refers to a physical recording entity such as that sent to a manufacturing plant. PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    53. 53. TITLE Wikipedia: Golden Version • In software development: – The Golden Master is usually the RTM (Released to Manufacturing) version, and therefore the commercial version. It represents the development stage of "RTM" (Released To Manufacturing), often referred to as "going gold", or "gone golden". – Often confused with "gold master" which refers to a physical recording entity such as that sent to a manufacturing plant. • In data management: – It is the data value representing the "correct" answer to the business question PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    54. 54. TITLE Reference/Master Data Management • Definition – Planning, implementation and control activities to ensure consistency with a "golden version" of contextual data values. from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    55. 55. TITLE Definition: Reference Data Management PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    56. 56. TITLE Definition: Reference Data Management Control over defined domain values (also known as vocabularies), including: PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    57. 57. TITLE Definition: Reference Data Management Control over defined domain values (also known as vocabularies), including: • Control over standardized terms, code values and other unique identifiers; PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    58. 58. TITLE Definition: Reference Data Management Control over defined domain values (also known as vocabularies), including: • Control over standardized terms, code values and other unique identifiers; • Business definitions for each value, business relationships within and across domain value lists, and the; PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    59. 59. TITLE Definition: Reference Data Management Control over defined domain values (also known as vocabularies), including: • Control over standardized terms, code values and other unique identifiers; • Business definitions for each value, business relationships within and across domain value lists, and the; • Consistent, shared use of accurate, timely and relevant reference data values to classify and categorize data. PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    60. 60. Definition: Master Data Management TITLE Control over master data values to enable consistent, shared, contextual use across systems, of the most accurate, timely and relevant version of truth about essential business entities. PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 1906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    61. 61. TITLE Reference Data • Reference Data: – Data used to classify or categorize other data, the value domain – Order status: new, in progress, closed, cancelled – Two-letter USPS state code abbreviations (VA) • Reference Data Sets US United States GB (not UK) United Kingdom from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2006/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    62. 62. TITLE Master Data from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    63. 63. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    64. 64. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    65. 65. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values • Business rules dictate format and allowable ranges from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    66. 66. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values • Business rules dictate format and allowable ranges – Parties (individuals, organizations, customers, citizens, patients, vendors, supplies, business partners, competitors, employees, students) from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    67. 67. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values • Business rules dictate format and allowable ranges – Parties (individuals, organizations, customers, citizens, patients, vendors, supplies, business partners, competitors, employees, students) – Locations, products, financial structures from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    68. 68. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values • Business rules dictate format and allowable ranges – Parties (individuals, organizations, customers, citizens, patients, vendors, supplies, business partners, competitors, employees, students) – Locations, products, financial structures from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    69. 69. TITLE Master Data • Data about business entities providing context for transactions but not limited to pre-defined values • Business rules dictate format and allowable ranges – Parties (individuals, organizations, customers, citizens, patients, vendors, supplies, business partners, competitors, employees, students) – Locations, products, financial structures • From the term Master File from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    70. 70. TITLE Reference Data versus Master Data from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    71. 71. TITLE Reference Data versus Master Data from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    72. 72. TITLE Reference Data versus Master Data • Reference Data: – Control over defined domain values (vocabularies) for standardized terms, code values, and other unique identifiers – The fact that we maintain 9 possible gender codes from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    73. 73. TITLE Reference Data versus Master Data • Reference Data: – Control over defined domain values (vocabularies) for standardized terms, code values, and other unique identifiers – The fact that we maintain 9 possible gender codes • Master Data: – Control over master data values to enable consistent, shared, contextual use across systems – The "golden" source of the gender of your customer "Pat" from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    74. 74. TITLE Reference Data versus Master Data • Reference Data: – Control over defined domain values (vocabularies) for standardized terms, code values, and other unique identifiers – The fact that we maintain 9 possible gender codes • Master Data: – Control over master data values to enable consistent, shared, contextual use across systems Both provide the context – The "golden" source of the gender of your for transaction data customer "Pat" from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    75. 75. Outline TITLE 1. Data Management Overview 2. What is Reference and MDM? 3. Why is Reference and MDM important? 4. Reference & MDM Building Blocks 5. Guiding Principles & Best Practices 6. Take Aways, References & Tweeting now: #dataed Q&A PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2306/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    76. 76. Outline TITLE 1. Data Management Overview 2. What is Reference and MDM? 3. Why is Reference and MDM important? 4. Reference & MDM Building Blocks 5. Guiding Principles & Best Practices 6. Take Aways, References & Tweeting now: #dataed Q&A PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2306/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    77. 77. Reference Data Facts 2012 TITLE Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2406/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    78. 78. Reference Data Facts 2012 TITLE • Global industry-wide survey of reference data professionals • Results show: Poor quality of reference data continues to create major problems for financial institutions. Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2406/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    79. 79. Reference Data Facts 2012 TITLE • Global industry-wide survey of reference data professionals • Results show: Poor quality of reference data continues to create major problems for financial institutions. • Home-grown reference data solutions predominate, putting institutions at risk for meeting regulatory constraints • Risk management is seen as a more important business driver for improving data quality than cost Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2406/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    80. 80. TITLE Reference Data Facts 2012, cont’d Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    81. 81. TITLE Reference Data Facts 2012, cont’d • Despite recommended practices of centralizing reference data operations, 31% of the firms surveyed still manage data locally Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    82. 82. TITLE Reference Data Facts 2012, cont’d • Despite recommended practices of centralizing reference data operations, 31% of the firms surveyed still manage data locally Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    83. 83. TITLE Reference Data Facts 2012, cont’d • Despite recommended practices of centralizing reference data operations, 31% of the firms surveyed still manage data locally • New and changing regulatory requirements have prompted many financial service companies to re- evaluate their reference data strategies. To prepare for new regulations, nearly 62% of survey respondents are planning to extend or customize their reference data systems during 2012 and 2013. Source: http://www.igate.com/22926.aspx PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    84. 84. TITLE Polling Question #1 What percentage of firms still manage data locally? 1. 75% 2. 31% 3. 55% 4. 24% PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    85. 85. TITLE Interdependencies Data Governance Data Quality Master Data PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    86. 86. TITLE Interdependencies Data Governance Data Quality Master Data PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2706/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    87. 87. TITLE Inextricably intertwined Organized Knowledge Data Knowledge Management Practices Routine Data Scans Data Organization Practices Metadata(Prac8ces((dashed lines not in existence) ( ( Metadata( Metadata( Metadata( Engineering( Storage( Delivery( Sources( ( Uses( Metadata(Governance( Data that might benefit from Suspected/ Master Management Identified Master Data Catalogs Data Quality Master Data Management Problems Data Quality Practices Engineering Routine Data Scans Improved Quality Data Operational Data PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2806/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    88. 88. TITLE Interactions Data Harvesting Governance Master Violations Data Monitoring Data Monitoring Quality Routine Monitoring Data Scans Governance Rules Monitoring Monitoring Results: Master Monitoring Results: Suspected/ Data Rules Suspected/ Master Catalogs Identified Data & Data Characteristics Data Quality Governance Problems Data Practices Quality Rules Quality Focused Rules Data Quality Master Data Data Engineering Management Scans Routine Practices Practices Data Scans Improved Quality Data Operational Data PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 2906/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    89. 89. TITLE Multiple Sources of (for example) Customer Data Finance Application (3rd GL, batch Payroll Data system, no source) (database) Payroll Application Finance (3rd GL) Data (indexed) Marketing Data Marketing Application (external database) (4rd GL, query facilities, no reporting, very large) Personnel Data (database) Personnel App. (20 years old, un-normalized data) Mfg. Data R&D Data (home grown (raw) database) Mfg. Applications (contractor supported) R& D Applications (researcher supported, no documentation) PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3006/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    90. 90. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    91. 91. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    92. 92. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    93. 93. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    94. 94. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    95. 95. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    96. 96. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    97. 97. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    98. 98. TITLE Reference/Master Data: Tank, Tanks, Tankers, Tanked PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3106/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    99. 99. TITLE Reference Data Architecture from The DAMA Guide to the Data Management Body of Knowledge © 2009 by DAMA International PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3206/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    100. 100. TITLE Master Data Architecture PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3306/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    101. 101. TITLE Combined R/M Data Architecture PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3406/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    102. 102. TITLE "180% Failure Rate" Fred Cohen, Patni PRODUCED BY http://www.igatepatni.com/bfs/solutions/payments.aspx CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3506/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
    103. 103. TITLE MDM Failure Root-Causes PRODUCED BY CLASSIFICATION DATE SLIDE DATA BLUEPRINT 10124-C W. BROAD ST, GLEN ALLEN, VA 23060 EDUCATION 06/12/12 3606/06/12 © Copyright this and previous years by Data Blueprint - all rights reserved!
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