Automating Data Governance and Stewardship
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Lecture at the Information Quality Program at UALR - Fall 2015
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Automating Data Governance and Stewardship
- 1. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Automating Data Governance & Stewardship http://ualr.edu/informationquality/
- 2. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD • Accounts Administration • Collibra Company Introduction • Collibra Compass Overview • Collibra University Overview • Automating Data Governance and Stewardship • Three Tier DG Operating Framework • Key Concepts • Key Use Cases • Hands-on with Collibra Data Governance Center Agenda
- 3. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD • DGC Software User account • http://ualr.collibra.com • Check your email for the activation link • Prof. Pierce is Admin • Compass: • Community and Knowledge base • http://compass.collibra.com • Sign up now with your ualr.edu address • Approval within 1 hour • Collibra University • Self-paced Learning and Certification • http://university.collibra.com • Log in with your compass username and password Administration
- 4. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD The End Collibra Company Introduction
- 5. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Business Data Authority DATA GOVERNANCE & STEWARDSHIP PROVIDE THE RIGHT LEVEL OF CONTROL AND TRUST IN DATA Data infrastructure (IT) Data Consumers (Business) LEADERSHIP CEO, CFO, VP, Marketing ROLES Data Scientist, Business Analyst TECHNOLOGY Visualization, Self-service BI NEED Data Authority LEADERSHIP CIO ROLES Information Manager, Data Architect, Data Modeler TECHNOLOGY Hadoop, Databases, Data Integration Data Authority LEADERSHIP Chief Data Officer ROLES Data Governance Manager, Data Steward TECHNOLOGY Data Stewardship Platform
- 6. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Leading data governance software company COLLIBRA IS A HIGH-GROWTH COMPANY WITH AN INTERNATIONAL MINDSET AND CUSTOMERS WORLDWIDE New York, USA London, UK Wroclaw, PL Brussels, BE (HQ) New York, USA London, UK Wroclaw, PL Brussels, BE Paris, FR 100
- 7. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD • Backed by Key VS firms Index and Dawn • Interesting article by Dawn: https://medium.com/dawn- capital/our-series-b-investment-in-collibra- dd5d69a898c8#.tpi1o8vzl • “We are at the brink of a perfect storm for data governance” • “Unlike competing offerings, [Collibra] is an end-to-end solution providing all the functionality for implementing data governance with an easy to use, modern user experience. ” • “ Companies use Collibra to increase their trust in data- driven decision ensuring they have clear definitions of data inside the company with certified KPI’s and reports.” • “Improving processes such as data ingestion has significant business value, for example, when the use case is to shorten the time products enter the product database of a retail company.” VC Backed
- 8. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Forrester ‘Data Governance Wave’ KEY TAKEAWAYS The Forrester WaveTM: Data Governance Tools, Q2 2014 by Henry Peyret and Michele Goetz • Vendors are emerging to support the strategic side of Data Governance • Data Governance must support planning, operations and transparency • Collibra leads the market
- 9. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Exploding Demand for Collibra Skills • Dozens of positions requesting DG skills • From developer to lead • Delivering real governance in complex organizations • Technical skills • Organizational skills • Deep governance knowledge • Stewardship activities Empowering data governance practitioners with objective standard against which to measure quality of Collibra implementations
- 10. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Internship-to- Career Success Stories Internships in all departments: • Presales Engineering • Documentation writing • Experimental Research http://ualr.edu/international/2014/11/07/student-spotlight-kashif- mehdi/
- 11. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD How can we make YOU visible on this thriving new competency market? COLLIBRA UNIVERSITY, COMPASS AND OUR CERTIFICATION PROGRAM
- 12. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Introducing Compass HTTPS://COMPASS.COLLIBRA.COM https://compass.collibra.com/display/COOK/Collibra+Body+of+Knowledge https://compass.collibra.com/questions
- 13. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Introducing Collibra University • Guided Self Learning • Delivers the knowledge you need to become a high value data governance professional • Best place to learn Collibra’s thought-leading technology and how to apply it to implement data governance • Choose your own level: Steward, developer, expert, … Get the skills you need to succeed
- 14. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Using Collibra University • Available today • Free to all Customer Compass users • Access it through your existing Customer Compass account • To request access contact your sales representative • Self guided learning modules with quizzes • Interactive simulations of the Collibra software http://university.collibra.com
- 15. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Introducing the Collibra Ranger Certification • More info here • Respond to the Challenge • Objective standard • for skills and competence in practical data governance applying and integrating Collibra technologies • against which to measure quality of implementations Prove your value today : certification@collibra.com COLLIBRA RANGER Jane Smith has been formally evaluated for demonstrated experience , knowledge and performance of the Collibra Data Governance Software and is hereby bestowed the global credential CERTIFICATE NUMBER CUR.2015.007 ORIGINAL GRANT DATE August 21th, 2015 This is to certify that In testimony whereof, we have subscribed our signatures Director of Professional Services Co-founder & Collibra University Dean Ram Naresh Pratti Dr. Pieter De Leenheer http://university.collibra.com Collibra NV Oorlogskruisenlaan 116, 1120 Brussels Belgium Collibra Inc 25 Broadway, NY, 10004 New York United States DATADRIVEN. BUSINESS. DRIVENDATA COLLIBRA UNIVERSITYC ERTIFIED RANGER
- 16. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Automating Data Governance & Stewardship
- 17. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Operating Framework • Three Tiers • DG Operating Model • DS ‘Activities’ or Use Cases • Data Management • Three products + 1 platform https://compass.collibra.com/display/COOK/Collibra +Body+of+Knowledge
- 18. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Operating Framework At Work https://prezi.com/ve1ws8jmpqcn/workflow/
- 19. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Key Concepts • What • How • Who https://compass.collibra.com/display/COOK/Data+G overnance+Operating+Model
- 20. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD ‘Super Template’ https://compass.collibra.com/display/COOK/Structural+Concept s
- 21. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Business Glossary • Each use case as a template operating model • Structural: what • E&M: How • Organizatio nal: Who Business Semantics Glossary Operating Model Governance Assets BusinessAssetsDataAssets Technology Assets Business Term Customer "Person or organization that […]" definition “ACME Enterprise” example Business Semantics Glossary Operating Model Governance Assets BusinessAssetsDataAssets Technology Assets Business Term Customer "Person or organization that […]" definition Business Critical, SOX Critical true is confidential? “ACME Enterprise” example Acronym CSM Business Term Client criticality level has synonym has acronym Business Semantics Glossary Operating Model Governance Assets BusinessAssetsDataAssets Technology Assets Business Term Customer "Person or organization that […]" definition Business Critical, SOX Critical true is confidential? “ACME Enterprise” example Acronym CSM Business Term Client criticality level has synonym has acronym Business Term Party specializes has system of record System CRM
- 22. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD
- 23. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Of course there are many more use cases and they all link together to implement a program
- 24. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD • Enterprise Data Management • BCBS 239 • …and many more combinations: Big Data, Analytics, BI, DWH, MDM. Programs ARE GROUPS OF USE CASES
- 25. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Sample Implementation Timeline Oct 2015 Nov 2015 Dec 2015 Jan 2016 Feb 2016 Implementation October 1 Baseline Configuration October 20 Implement E&L Glossary November 12 Design Lifecycle November 13 Design E&L Glossary November 4 Iterative, by use-case Go-live BG December 1
- 26. @collibra university.collibra.com UALR Lecture on Automating Data Governance & Stewardship, Oct. 21 2015 by Pieter De Leenheer, PhD Can you see the Big Picture?
Editor's Notes
- // there’s multiple flows in both directions – that’s one of the problems. So I took the liberty to draw 6 rather than two arrows. If you disagree, feel free to reduce it back to 2 and making them slightly thicker.
- Lets Set the motivation why you should be excited for this. Collibra offers a game-changing set of tools and technologies for business-driven data governance. This leadership has been recognized by top analysts such as Forrester and Gartner. The dramatic scale and growth of our installation bases obviously poses a new challenge to deliver experts with right skills sets that can drive successful roll-outs of our Collibra technologies and tools. This comes with a great opportunity for our partners to jump on this as well.
- A simple web search on keywords jobs and collibra confirms our competency challenges and opportunities. Dozens of positions at customers and future customers request Collibra skill sets to deliver data governance in their complex organization. Many of them concern full positions. Positions range from development skills to full-fledge solution architecting. This requires new combinations of skills that are not readily available. This includes technical and organization skills as well as deep knowledge about the field and appreciation of the day-to-day activity of stewards. How can we empower professionals with an objective standard that meets this demand ?
- Collibra University is an online learning platform where you can pick and choose courses on any level you want. Courses are highly granular going from the very basics such as adding a comment to advanced topics such as workflow engineering. For your stewards, you can select courses that focus on various use cases such as business glossary, data quality, issue management, reference data management. For your developers, we offer courses on Collibra Connect and workflow engineering. For your DG leads, we offer courses on designing your DG operating model.
- To use CU go to the url and login using your existing Compass account. All partners and customers should have a Compass Account. If you not a customer yet, contact your sales representative. You do not need an instance of our DGC tool as all course modules encapsulate interactive software simulations. You can self-assess your skills using the quizzes.
- Our Collibra Certified Ranger program is an answer to the challenge to fill the competency gap. It’s a life-time credential given to a trusted person who proved its experience, knowledge and performance of Collibra DG software. It is globally valid. You will receive also a digital certificate key to add to your linked-in profile. You can contact us for more information.