Creating a Dataset - Teradata Vantage

ClearScape Analytics™ ModelOps User Guide
Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Teradata Vantage
Release Number
7.1
Published
December 2024
ft:locale
en-US
ft:lastEdition
2024-12-13
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zdn1704469623418.ditamap
dita:ditavalPath
azq1671041405318.ditaval
dita:id
rgn1654191066978
lifecycle
latest
Product Category
ClearScape
  1. Select a dataset template. For details, see Navigating a Dataset Template.
  2. Select Create Dataset.
  3. If the dataset template's Feature catalog is set to 'None':
    1. Set properties in the Basic tab:
      Property Description
      Name Specify the dataset name.
      Description Specify the description of the dataset.
      Scope Specify the scope of the dataset.
      • Training: The dataset will be used for model training.
      • Evaluation: The dataset will be used for model evaluation.
      Query Update the query defined for the template if required.
      Tags Add tags to the dataset for searches and filtering.
    2. Select Next.
    3. Set the properties in the Configuration tab for the defined scope:
      Property Description
      Custom Properties The custom properties defined in the template display here. You can add or update the custom properties in the form of key/value pair.
      JSON Lets you write JSON script instead of defining custom properties as key/value pair.
      Query Preview Shows the read-only query preview defined in the Basic tab.
    4. Select Create to save the dataset.
  4. If the dataset template's Feature catalog is set to Vantage:
    1. Set properties in the Basic tab:
      Property Description
      Name Specify the dataset name.
      Description Specify the description of the dataset.
      Scope Specify the scope of the dataset.
      • Training: The dataset will be used for model training.
      • Evaluation: The dataset will be used for model evaluation.
      Tags Add tags to the dataset for searches and filtering.
    2. Select Next.
    3. Set properties in the Entity & target tab:
      Property Description
      Query Displays defined SQL query used to select variables (entity and targets) for the catalog in the dataset template.
      Variables Displays the metadata of the provided query and selected targets.

      The displayed SQL query for entity and targets is the one defined when the dataset template was created. You can update the SQL while maintaining the sanity of existing entity and target variables. Select Validate to validate the entered query.

      Optionally, you can also retrieve a sample of actual results from the combination of the SQL queries defined here and in the dataset template for the features, together with the resulting SQL queries, by selecting Preview data.

    4. Select Create.