Specialized Tools

Team Studio provides specialized sets of operators for such areas as natural language processing (NLP) and financial fields.

The NLP operators are included with the core operators in Team Studio.

  • Natural Language Processing Tools
    Natural Language Processing tools include a dictionary builder, text featurization, unsupervised text mining, and Latent Dirichlet Allocation (LDA) training and model evaluation tips. Examine the NLP use case to learn to train a model to classify documents into categories, given a training set of documents in both of the categories.
  • Using Pig User-Defined Functions
    The script in the Pig Execute operator can reference a Pig UDF.
  • DateTime Input Values
    Pig Execute Operators can process and perform operations on DateTime input values.
  • Setting Up Notebooks for Python Execute
    Python Notebooks are a very flexible tool. To incorporate your work within a Python Execute operator in a visual workflow, here are some best practices for preparing your Notebooks.
  • R Execute
    You can use R Execute in a seamless extension of a Team Studio Workflow to include any existing R-coded model.
Related concepts