Data Connections

DataConnection is the base class to start working with your data storage that is needed for an AutoAI or a Prompt Tuning experiment. You can use it to fetch training data and store all of the results.

• Working with DataConnection
  • IBM Cloud - DataConnection Initialization
    • Connection Asset
    • Data Asset
    • Container
  • IBM watsonx.ai software - DataConnection Initialization
    • Connection Asset - DatabaseLocation
    • Connection Asset - S3Location
    • Connection Asset - NFSLocation
    • Data Asset
    • FSLocation
  • Batch DataConnection
  • Upload your training dataset
  • Download your training dataset
• DataConnection Modules
  • DataConnection
    • DataConnection
      • DataConnection.download()
      • DataConnection.from_dict()
      • DataConnection.from_studio()
      • DataConnection.read()
      • DataConnection.set_client()
      • DataConnection.to_dict()
      • DataConnection.write()
  • S3Location
    • S3Location
      • S3Location.get_location()
  • CloudAssetLocation
    • CloudAssetLocation
  • DeploymentOutputAssetLocation
    • DeploymentOutputAssetLocation
• IterableDatasets Modules
  • TabularIterableDataset
    • TabularIterableDataset
      • TabularIterableDataset.write()
  • DocumentsIterableDataset
    • DocumentsIterableDataset