[03/Winnipeg/02]
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What does Business Intelligence (BI) consider when selecting business keys?

  • Uniqueness and shared business keys (correct)
  • Favorites of the business or Data Vault expert
  • Flow and integration of data
  • Business Vault model requirements
  • Why might the selected business keys not be the favorites of the business or the Data Vault expert?

  • They integrate the data and derive a 'better' Data Vault model in the Business Vault (correct)
  • They are not relevant to the business's core operations
  • They are not unique or shared
  • They do not meet the flow requirements
  • What is the primary outcome of integrating the selected business keys into the Data Vault model in the Business Vault?

  • Enhancing the BI selection process
  • Optimizing the flow of business keys
  • Aligning with business preferences
  • Deriving a 'better' Data Vault model (correct)
  • Business Keys are always the favorite flow for Business Intelligence (BI) experts.

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

    The selected business keys in Data Vault model may not be the favorite of the business or Data Vault expert.

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

    The integration of selected business keys into the Data Vault model in the Business Vault does not result in a 'better' Data Vault model.

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

    Match the following terms with their relevance to Business Keys in Data Vault modeling:

    <p>Uniqueness = Considered when selecting business keys Shared business keys = Factor in the selection of business keys Integration of data = Outcome of integrating selected business keys into the Data Vault model Deriving a 'better' Data Vault model = Result of integrating the selected business keys into the Business Vault</p> Signup and view all the answers

    Match the following descriptions with their relevance to the selection of business keys in Data Vault modeling:

    <p>Favorite by the business or Data Vault expert = Not always the case for selected business keys Integration of data = Primary outcome of integrating selected business keys into the Data Vault model Uniqueness = Considered requirement when selecting business keys Shared business keys = Consideration in the selection of business keys</p> Signup and view all the answers

    Match the following terms with their relevance to Business Intelligence (BI) and business keys in Data Vault modeling:

    <p>Business Keys = Selected according to certain requirements by BI Data Vault model in the Business Vault = Where a 'better' model is derived by integrating selected business keys Flow.BI = Selects business keys based on certain requirements Uniqueness = Consideration in the selection of business keys by BI</p> Signup and view all the answers

    What is the primary goal of Flow.BI when selecting business keys for a hub in the Data Vault model?

    <p>To find a valid model, not necessarily the best model</p> Signup and view all the answers

    Why might the models generated by Flow.BI sometimes exceed the quality of models built by human counterparts?

    <p>Lack of proper training or experience of human counterparts</p> Signup and view all the answers

    What is the trade-off involved in using Flow.BI for model generation in Data Vault?

    <p>A trade-off between speed and model quality</p> Signup and view all the answers

    What is the suggested approach if business keys need to be changed in the Data Vault model?

    <p>Consider adding business hubs in the Business Vault</p> Signup and view all the answers

    What distinguishes the Data Vault model generated by Flow.BI?

    <p>It is a data-driven model based on how the business uses the raw data</p> Signup and view all the answers

    What is the purpose of the Business Vault in relation to business keys in the Data Vault model?

    <p>To provide a place for selecting business keys according to other criteria</p> Signup and view all the answers

    Flow.BI selects the business key for a hub based on a variety of conditions.

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

    The generated Data Vault model by Flow.BI is always the best model possible.

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

    The quality of the generated model by Flow.BI may exceed that built by human counterparts.

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

    The number of Data Vault specialists is not limited.

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

    Business keys in the Data Vault model can be changed by adding business hubs in the Business Vault.

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

    Flow.BI always results in a 'better' Data Vault model compared to human-built models.

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

    Match the following terms with their relevance to Data Vault modeling:

    <p>Business key selection in Data Vault modeling = Flow.BI selects the business key for a hub based on a variety of conditions. Changing business keys in Data Vault modeling = Business keys in the Data Vault model can be changed by adding business hubs in the Business Vault. Impact of integrating business keys in the Business Vault = The integration of selected business keys into the Data Vault model in the Business Vault does not result in a 'better' Data Vault model. Trade-off in using Flow.BI for model generation = Flow.BI is a trade-off as it aims to find a valid model, not necessarily the best model.</p> Signup and view all the answers

    Match the following statements with their relevance to the quality of models in Data Vault modeling:

    <p>Quality of models generated by Flow.BI = The models generated by Flow.BI are often (not always) surprisingly good and in some cases exceed the model quality built by its human counterparts. Human counterparts building models = A human, with the right training and experience, might find a better model and select better business keys, but it would take much longer and the number of Data Vault specialists is limited.</p> Signup and view all the answers

    Match the following descriptions with their relevance to the selection of business keys in Data Vault modeling:

    <p>Favorite business keys of the business or Data Vault expert = The selected business keys in Data Vault model may not be the favorite of the business or Data Vault expert. Always the favorite flow for Business Intelligence (BI) experts = Business Keys are always the favorite flow for Business Intelligence (BI) experts.</p> Signup and view all the answers

    Match the following statements with their relevance to the purpose of the Business Vault in Data Vault modeling:

    <p>Purpose of the Business Vault in relation to business keys = If business keys should be changed, consider adding business hubs in the Business Vault where business keys can be selected according to other criteria. Outcome of integrating business keys into the Business Vault = The primary outcome of integrating the selected business keys into the Data Vault model in the Business Vault is not to result in a 'better' Data Vault model.</p> Signup and view all the answers

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