[02/Banas/14]
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Which of the following is a key factor in the generation of a Data Vault 2.0 model?

  • The generic level of information
  • The availability of descriptive data
  • The decision on business keys (correct)
  • The existence of business relationships
  • What is the purpose of a Data Vault 2.0 model?

  • To derive relationships between business keys
  • To store descriptive data
  • To create a generic level of information
  • To generate any logical model (correct)
  • What is typically derived from the decisions made in model generation?

  • Generic level of information
  • Descriptive data
  • Data Vault 2.0 (correct)
  • Business keys
  • True or false: Business keys are not important in the generation of a Data Vault 2.0 model?

    <p>False</p> Signup and view all the answers

    True or false: Descriptive data is not necessary in the generation of a Data Vault 2.0 model?

    <p>False</p> Signup and view all the answers

    True or false: Data Vault 2.0 models are always derived from generic information?

    <p>True</p> Signup and view all the answers

    Match the following terms with their descriptions in the context of Data Vault 2.0 model generation:

    <p>Data Vault 2.0 = Typically derived from the above decisions Business keys = The decision is made on their existence Relationships between business keys = The decision is made on their existence Descriptive data = Exists at a very generic level and could be used to generate any logical model</p> Signup and view all the answers

    Match the following statements with their correctness in the context of Data Vault 2.0 model generation:

    <p>Data Vault 2.0 is always derived from generic information = False Business keys are not important in the generation of a Data Vault 2.0 model = False Descriptive data is not necessary in the generation of a Data Vault 2.0 model = False A Data Vault 2.0 model is typically derived from the decisions made in model generation = True</p> Signup and view all the answers

    Match the following components with their roles in the generation of a Data Vault 2.0 model:

    <p>Business keys = Decisions are made on their existence Relationships between business keys = Decisions are made on their existence Descriptive data = Exists on a very generic level and could be used to generate any logical model Data Vault 2.0 = Derived from the above decisions</p> Signup and view all the answers

    Match the following terms with their descriptions in the context of data modeling:

    <p>Generic data model = A data model that is not specific to any particular application or domain Data warehouse = A system used for reporting and data analysis Master data management (MDM) system = A system that manages the data of an organization to ensure that it is consistent and accurate Enterprise resource planning (ERP) system = A system that integrates various business processes and functions</p> Signup and view all the answers

    Match the following benefits with their descriptions in the context of using a generic data model:

    <p>Easier data integration = The generic data model provides a common framework for representing the data Easier data querying and analysis = The generic data model makes it easier to query and analyze data from different sources Flexible data representation = The generic data model can be used to represent a wide variety of data types and relationships Cost savings = Using a generic data model can reduce the need for custom data models for each application</p> Signup and view all the answers

    Match the following systems with their descriptions:

    <p>Data warehouse = A system used to store and analyze large amounts of data Master data management (MDM) system = A system that provides a single, consistent view of data across an organization Enterprise resource planning (ERP) system = A system that integrates business processes and data into a single system Generic data model = A data model that can be used in various systems to represent a wide variety of data types and relationships</p> Signup and view all the answers

    Match the following data model types with their descriptions:

    <p>Generic data model = A data model that is not specific to any particular application or domain Specific data model = A data model that is designed for a specific application or domain Data warehouse = A system used for reporting and data analysis Master data management (MDM) system = A system that manages the data of an organization to ensure that it is consistent and accurate</p> Signup and view all the answers

    Match the following systems with their primary purposes:

    <p>Data warehouse = To store and analyze large amounts of data Master data management (MDM) system = To manage the data of an organization to ensure that it is consistent and accurate Enterprise resource planning (ERP) system = To integrate various business processes and functions Generic data model = To provide a common framework for representing data in different systems</p> Signup and view all the answers

    Match the following data model benefits with their descriptions:

    <p>Data integration = Using a generic data model makes it easier to integrate data from different sources Data querying and analysis = Using a generic data model makes it easier to query and analyze data from different sources Data representation = A generic data model can be used to represent a wide variety of data types and relationships Cost savings = Using a generic data model can reduce the need for custom data models for each application</p> Signup and view all the answers

    Which of the following is a characteristic of a generic data model?

    <p>It can be used to represent a wide variety of data types and relationships</p> Signup and view all the answers

    What is one of the main benefits of using a generic data model?

    <p>It provides a common framework for representing data from different sources</p> Signup and view all the answers

    Where are generic data models often used?

    <p>In data warehouses, data lakes, MDM systems, and ERP systems</p> Signup and view all the answers

    What is the purpose of a generic data model?

    <p>To provide a common framework for representing a wide variety of data types and relationships</p> Signup and view all the answers

    What is one of the applications where generic data models can be used?

    <p>In data warehouses, data lakes, MDM systems, and enterprise resource planning (ERP) systems</p> Signup and view all the answers

    What is one of the benefits of using a generic data model in data warehouses and data lakes?

    <p>It provides a common framework for representing data from different sources</p> Signup and view all the answers

    What is one of the applications where generic data models can be used?

    <p>False</p> Signup and view all the answers

    What is one of the benefits of using a generic data model in data warehouses and data lakes?

    <p>False</p> Signup and view all the answers

    Which of the following is a characteristic of a generic data model?

    <p>False</p> Signup and view all the answers

    What is one of the main benefits of using a generic data model?

    <p>False</p> Signup and view all the answers

    True or false: Descriptive data is not necessary in the generation of a Data Vault 2.0 model?

    <p>False</p> Signup and view all the answers

    True or false: Business keys are not important in the generation of a Data Vault 2.0 model?

    <p>False</p> Signup and view all the answers

    Match the following data modeling concepts with their descriptions:

    <p>Generic data model = A data model that is not specific to any particular application or domain Data warehouse = A system used for reporting and data analysis Master data management (MDM) system = A system that enables organizations to create and maintain a single, authoritative source of master data Enterprise resource planning (ERP) system = A system that integrates various business processes and functions</p> Signup and view all the answers

    Match the following applications with the data models they commonly use:

    <p>Data warehouses and data lakes = Generic data models Business processes and functions integration = Enterprise resource planning (ERP) systems Creation and maintenance of a single, authoritative source of master data = Master data management (MDM) systems Web applications = JavaScript</p> Signup and view all the answers

    Match the following benefits with their descriptions in the context of using a generic data model:

    <p>Easier data integration = Due to the common framework provided by the generic data model Easier data querying and analysis = Made possible by the use of a generic data model Wide variety of data types and relationships representation = A key feature of a generic data model Not specific to any particular application or domain = A characteristic of a generic data model</p> Signup and view all the answers

    Match the following systems with their primary purposes:

    <p>Data warehouse = Reporting and data analysis Master data management (MDM) system = Creation and maintenance of a single, authoritative source of master data Enterprise resource planning (ERP) system = Integration of various business processes and functions Web application = Client-side scripting using JavaScript</p> Signup and view all the answers

    Match the following data models with the systems they are commonly used in:

    <p>Generic data model = Data warehouses, data lakes, master data management (MDM) systems, and enterprise resource planning (ERP) systems Data Vault 2.0 model = Not specific to any particular application or domain JavaScript = Web applications SQL = Database queries</p> Signup and view all the answers

    Match the following terms with their descriptions in the context of data modeling:

    <p>Generic data model = A general-purpose data model that can represent a wide variety of data types and relationships Data warehouse = A system used for reporting and data analysis Data Vault 2.0 model = A data model that is always derived from generic information JavaScript = A programming language used for client-side scripting in web applications</p> Signup and view all the answers

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