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Designing Metadata management and Data Lineage Capabilities

Categories: Establishing a Data Management Function
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    • About Course

      This is Course 8 of the Program “Establishing a Data Management Function.”

       

      This course is an advanced training course for data management professionals. This course has several objectives:

      • Share knowledge and assist in developing practical skills to design the metadata management (MM) and data lineage capabilities within the scope required for a data management initiative
      • Explain key components that constitute these capabilities
      • Assist in developing the MM capability that fits your company’s needs and resources

      After completing this course, you will be able to:

      • Design the metadata management (MM) capability that fits your company’s needs and resources
      • Develop a policy
      • Develop a standard: “Data lineage”
      • Design MM-related roles and processes
      • Define requirements for an MM solution
      • Assess the necessary budget
      • Perform a quick maturity assessment and develop an action plan
      Show More

      What Will You Learn?

      • • Design the metadata management (MM) capability that fits your company’s needs and resources
      • • Develop a policy “Metadata management”
      • • Develop a standard: “Data lineage”
      • • Design MDM-related roles and processes
      • • Define requirements for an MDM solution
      • • Assess the necessary budget
      • • Perform a quick maturity assessment and develop an action plan

      Course Content

      Introducing the “Data Management Star” Implementation Method
      This section provides a high-level overview of the “Data Management Star” implementation method and its Step 2. This method forms the basis for the program “Establishing a Data Management Function.” In this section, we introduce Step 2 of this method, “Defining a DM strategy and designing capabilities.”

      • Introducing the “Data Management Star” Implementation Method
        05:54

      Introducing a Metadata Management Capability
      This section introduces several key concepts: “Metadata” and “Metadata Management.” We consider several key Metadata Management sub-capabilities required for a data management initiative. In the end, we present six components of the metadata management capability that we will develop in this course.

      • Introducing a Metadata Management Capability
        16:12

      Defining Metadata Management Deliverables
      This section will Introduction to key metadata management deliverables required for data management: a data lifecycle model, a data lineage metamodel, and documented metadata and data lineage.

      • Defining Metadata Management Deliverables
        19:19

      Defining Metadata Management Regulations
      This section highlights the content of a policy, “Metadata management,” and a standard, “Data Lineage.” These documents regulate the metadata management capability.

      • Defining Metadata Management Regulations
        18:33

      Defining Metadata Management Processes
      This section presents several key metadata management processes.

      • Defining Metadata Management Processes
        03:54

      Identifying Metadata Management Roles
      This section discusses the roles required to perform this capability at the tactical and operational levels. It demonstrates an example of the RACI matrix.

      • Identifying Metadata Management Roles
        04:21

      Choosing a Metadata Management Tool
      This section explains several definitions of several terms “tool,” “need,” “requirement,” “solution,” “software product,” and “functionality. Then, we demonstrate how to choose a Metadata Management tool by defining requirements for IT solutions, products, and functionality that meet a company’s needs and requirements.

      • Choosing a Metadata Management Tool
        07:28

      Specifying a Metadata Management Budget
      This section discusses the factors that influence a Metadata Management budget and represents the budget structure.

      • Specifying a Metadata Management Budget
        03:48

      Developing Further Steps
      This section demonstrates a method to assess the current and desired statuses of the Metadata Management capability. It also advises on drafting an action plan to reach the desired level.

      • Developing Further Steps
        03:26

      Student Ratings & Reviews

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      RK
      RENJITH K P
      1 year ago
      Excellent
      €125.00
      • Intermediate
      • 1 hour 16 minutes Duration
      • March 17, 2023 Last Updated
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      A course by

      Irina Steenbeek
      Irina Steenbeek

      Material Includes

      • 7 exercises
      • 7 templates
      • A business case “XYZ company”

      Requirements

      • Practical experience in data management

      Tags

      • data lineage
      • metadata management

      Audience

      • Data management executives
      • Advanced data management professionals
      • Data management consultants
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