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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