dama-i dmbok and data management certification · § for internal use only 1 dama-i dmbok and data...
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DAMA-IDMBoK and Data Management Certification
Agenda§ What is the Data Management Book of Knowledge
(DMBoK)
§ How do we leverage the DMBoK
§ CDMP Certification– CDMP Structure
– Prerequisites
– Process
– Preparation (study guides & DMBoK)
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Data Management Book of Knowledge (DMBoK)
§ A collection of guidelines and references
§ 1st version published in 2009
§ Defines the Components of Data Management– Data Governance– Data Architecture– Data Development– Database Operations– Data Security– Reference & Master Data– Data Warehousing/BI– Document & Content – Meta-data – Data Quality
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DMBoK Components
§ Each Component has Roles, Responsibilities, Inputs, Outputs, Activities, and Deliverables
§ Relationship of each Component is noted
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DMBoK version 2
§ 1 Component will be merged
§ All Components have been updated
§ New CDMP exam questions have been defined
§ Version 2 should be published in April (at EDW)
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CDMP New Certification – Watch here
§ www.dama.org§ www.dama.org/content/certification
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CDMP Structure
§ Data Management is no longer just and IT disipline
§ Today seeking certifications are in “business” or analytics team
§ Thus the CDMP has been revamped, including the Core IT exam requirement
§ The new Certifications structure is
– CDMP Associate– CDMP Practitioner– CDMP Mastery– CDMP Fellow
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CDMP Associate
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CDMP Practitioner
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CDMP Mastery
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CDMP Fellow
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Past Exam – Data Management§ Data Management Function 18%
1.1 Planning 81.2 Organization 2 1.3 Roles and Responsibilities 8
§ Data & Metadata Infrastructure Creation / Maintenance 15%2.1 Planning for Data & Metadata 62.2 Tools and Technology Types 9
§ Data Analysis and Design 37%3.1 Data / Metadata Analysis & Design 63.2 Data Model Components 213.3 Data / Metadata Model Management 10
§ Data / Metadata Infrastructure Management 12%4.1 Standards, Policies, Procedures, Guidelines 74.2 Data Security and Privacy 5
§ Information Quality Management 18%5.1 Information Quality Principles 65.2 Information Quality Assessment / Audit 45.3 Information Quality Improvement 8
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Past Exam – Data Warehousing§ Data Warehousing Function 19%
1.1 Planning 81.2 Organization 31.3 Roles and Responsibilities 8
§ Data Warehouse Infrastructure Creation / Maintenance 21%2.1 Data Warehouse Architectures 52.2 Data Warehouse Informational Database Architectures Types 62.3 Tools and Technology Types 10
§ Data Warehousing Analysis and Design 27%3.1 Requirements Analysis 93.2 Data Warehouse Model Types and Components 93.3 Data Modeling for the Data Warehouse 9
§ Data Acquisition and Cleansing 10%4.1 Source Data Acquisition 54.2 Source Data Cleansing 5
§ Data Warehouse Implementation and Operation 23%5.1 Development 135.2 Deployment 55.3 Ongoing Support and Maintenance
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Next Steps
§ Lowell will follow-up with DAMA-I– Have an update at the April 21st meeting
– Study Guides
– Exam examples
– Chapter preparation capabilities
§ Let me know who has a “Desire” for certification– what level
– By when
– Would you attend a week-end preparation class
720 352-8575