Core Operators

The core operators provide the tools to load data, transform the data, explore and sample the data, and peform modeling, prediction, and validation operations on the data.

  • Data Operators
    Data Extraction (Load Data) operators connect to a data source.
  • Exploration Operators
    Exploration operators provide different ways to explore and visualize your data.
  • Transformation Operators
    Transformation operators provide different ways to prepare data for modeling.
  • Sampling Operators
    Sampling (Sample) operators provide ways to obtain a sample of a source dataset.
  • Modeling Operators
    Modeling Algorithm (Model) operators define the modeling method, or mathematical calculations, to apply to an input dataset.
  • NLP Operators
    You can use the NLP (Natural Language Processing) operators to process and extract text from human-language documents.
  • Prediction Operators
    Prediction (Predict) operators are used to apply a particular modeling algorithm operator to a new dataset for prediction purposes.
  • Model Validation Operators
    The Model Validation operators (Scoring operators) allow the modeler to assess whether a model is statistically valid and how well it is performing.
  • Tool Operators
    The Tools Operators are a collection of functions that are helpful with the Team Studio modeling process and with extending the functionality of Team Studio flows.
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